Review between Tobin's Q with performance Evaluation Scale Based Accounting and Marketing Information in Accepted Companies in Tehran Stock Exchange

Size: px
Start display at page:

Download "Review between Tobin's Q with performance Evaluation Scale Based Accounting and Marketing Information in Accepted Companies in Tehran Stock Exchange"

Transcription

1 2015, TextRoad Publicatio ISSN: Joural of Applied Evirometal ad Biological Scieces Review betwee Tobi's Q with performace Evaluatio Scale Based Accoutig ad Marketig Iformatio i Accepted Compaies i Tehra Stock Exchage Behrooz Nabavad 1, Javad Rezaei 2* 1 Master of Accoutig, Ardabil Uiversity of Medical Scieces, Ardabil, Ira, 2 Master studet accoutig, Ardabil Uiversity of Medical Scieces, Ardabil, Ira, Received: Jauary 27, 2015 Accepted: March 31, 2015 ABSTRACT Ivestigatig the performace of compaies is oe of the most importat topics of iterest to maagers, ivestors, creditors ad other iterested parties; ad the results of that form the basis of may decisios, so that ay group of stakeholders seek to maximize their beefits. Evaluatig the performace of compaies is of utmost importace i the ecoomic decisio makig ad there are various criteria ad methods employed to evaluate the performace of compaies; hece, due to some shortcomigs i the accoutig iformatio provided to evaluate the performace of compaies, usig some criteria has bee take ito more cosideratio. Tobi s Q is oe of the criteria used i this regard. The preset research aims to ivestigate the relatioship betwee Tobi s Q ad performace evaluatio criteria based o accoutig ad market iformatio i compaies listed o the Tehra Stock Exchage i a 5-year period. I this research, the Kolmogorov Smirov test was the statistical method used to examie the ormal distributio; also, the Pearso s correlatio coefficiet test at the cofidece level of 95% was used to ivestigate the hypotheses. The results obtaied from this study show that there is a sigificat relatioship betwee the Tobi s Q ratio ad criteria of earigs per share, market price of shares to their book value of equity, ad retur o equity durig the 5-year period of this research as well as there is o sigificat relatioship betwee the Tobi s Q ratio ad ratios of price to earigs per share ad retur o total assets. INTRODUCTION The advacemet of sciece ad techology ad the idustrial revolutio caused huma relatios, especially their ecoomic ad trade relatios to eter a ew phase ad compaies quickly grow ad become larger ecoomic uits. The growth ad developmet of compaies created a lot of complexity i the way of ruig them ad caused the owers to etrust the executive maagemet to professioal ad selected maagers ad do duties such as defiig the executive objectives ad policies of the compay ad moitorig maagers themselves. The separatio of owership from maagemet created coflicts of iterest betwee the two groups ad the owers cocered whether maagers move i the iterests of them or whether they have good performace i optimal allocatio of resources or ot? Hece, owers have always sought to evaluate the performace of maagers. I additio to owers, evaluatig performace has bee oe of the topics of iterest to differet classes such as creditors, govermet, ad eve the maagers themselves. So evaluatig the performace of maagers is of utmost importace. There are various criteria used to evaluate the performace of maagers. However, these criteria are ot free from difficulty ad are always criticized; so attempts have bee made to elimiate defects, which have led to proposig ew criteria. Sice stakeholders are always lookig for criteria to show the performace of maagers i the best way possible, efforts are still ogoig to achieve the best performace evaluatio criteria. The growth ad developmet of joit stock compaies over time led to the emergece ad icrease of a stratum of capital owers who are ot directly ivolved i the maagemet of compaies ad guide ad supervise the affairs of it through the selectio of board. Also, the growth ad developmet of joit stock compaies caused the separatio of owership from maagemet to be raised; i other words, maagemet was a represetative of owers ad moitored their assets activities ad reported to them about operatio ad maagemet of their assets. With the elargemet of compaies, people tured to ivestmet i these compaies to get ivolved i the owership of large ecoomic uits. The majority of people gave their low capital to joit stock compaies ad i retur received iterest; i fact, they sought to maximize their wealth (Kavoosi, 2003). Although cosiderig the above issue, it is assumed that i the above relatioship, both sides try to maximize their ow iterests, the represetative may ot always move i the directio of maximizig the ower s iterests ad oly may maximize its ow iterests or ot have good Correspodig Author: Javad Rezaei, Master studet accoutig, Ardabil Uiversity of Medical Scieces, Ardabil, Ira, accjavadrezaei@gmail.com 138

2 Nabavad ad Rezaei, 2015 performace i optimal allocatio of resources. I the past ad for may years, ecoomists assumed that all groups related to a joit stock compay work for a commo goal but i the last 30 years, may cases of coflict of iterests betwee groups ad how compaies deal with these coflicts have bee discussed by ecoomists (Jese ad Mecklig, 1976), which has led to the argumet that there is a coflict of iterest betwee owers ad maagers as a represetative of the ower. Coflict of iterest cocers the owers (shareholders) isofar as they have to evaluate the performace of maagers to esure the optimal allocatio of resources by them. O the other had, i additio to maximize their ow iterests, maagers have always bee tryig to esure owers that their decisios are made i the iterests of owers (Kavoosi, 2003). I additio to what discussed, assessig ad measurig the performace of each orgaizatio helps to idetify the optimal level of performace, bottleecks ad problems. Owers apply differet tools ad criteria to evaluate the performace of maagers. At ay period of time, certai measures have bee proposed but stakeholders, to evaluate the performace of maagers, have selected ad used the criteria based o their view. Due to the flaws of traditioal criteria used for performace evaluatio, may attempts have bee made to elimiate the defects, which have led to the emergece of ew criteria. So owers always are lookig for criteria by which they evaluate the performace of maagers i the best way possible. The research importace ad ecessity Shareholders are always lookig for ways to assess the performace of maagers i creatig wealth for the compay ad the estimate of future performace; however, it ca be see i actio that they use iappropriate iformatio ad criteria for judgig the performace of maagers (Namazi, 2005). The lack of appropriate criteria for evaluatig performace as well as the lack of value creatio for shareholders causes the stock price of compaies ot to be close to their true value, because this usually leads to losses of a group of purchasers (purchasers of shares) ad profits of other group. I additio, to maximize shareholders wealth, there is o compesatio for maagers services i proportio to their actual performace ad this causes a gap betwee the iterests of maagers ad shareholders ad problems of coflict of iterests betwee the represetative ad the ower (Jahakhai ad Zarif Fard, 1995). Due to the followig reasos, traditioal criteria of performace evaluatio are ot able to assess the actual performace of compaies: 1- Neglectig the cost of fiacig through equity; 2- Havig a retrospective view; 3- Disregardig itagible assets ad itellectual capitals ivolved i the process of value creatio i compaies; 4- Igorig the effects of decisios ad future evets such as access to ew markets ad ew productio techology, iovatio of ew products, labor strikes, ad eactig ew laws ad regulatios; 5- Relyig o the ihibitory priciple of coservatism based o which i fiacial reportig, pessimism has bee see better tha optimism; 6- Ad the ability of large maipulatio through usig differet methods of accoutig earigs maagemet (Zeraatgari, 2007). For this reaso, ivestors, especially shareholders eed criteria to properly measure maagemet performace ad use them as a appropriate base for paymet maagemet ad compesatio systems ad icrease their motivatio ad idetificatio of optimal performace, bottleecks ad problems. I this regard, the Tobi s Q ratio as a ew measure of performace evaluatio is able to give the aswer to shareholders to what extet the maagemet has bee ivolved i icreasig their wealth. Cosiderig the issues discussed so far ad o the coditio that there is a sigificat relatioship betwee the Tobi s Q ratio ad criteria of market price of shares to their book value of equity or price-to-book value (P/B), price to earigs (P/E), retur o equity (ROE) ad retur o total assets (ROA), the Tobi s Q ratio ca be used as a alterative to these criteria for performace evaluatio. THE RESEARCH LITERATURE Studies outside Ira Tobi (1969), to assess the profitability of ivestmet projects, used the ratio of market value to book value of the ivestmet, that the ratio is kow as Tobi s Q idex (simple Tobi s Q ratio). His goal was to establish a causal relatioship betwee Q idex ad the amout of ivestmet made by the compay. He believed that if Q idex is calculated to be greater tha oe, there s plety of icetive to ivest; i other words, a high Q ratio usually suggests valuable ivestmet opportuities ad growth of the compay. If the Q ratio is lower tha oe, the ivestmet will be stopped. He the stated that the performace of compaies ca be measured better usig this ratio. 139

3 Saliger (1984) i a study as the relatioship betwee cocetratio ad profitability used the Q idex as a measure of moopoly power ad assessmet of the relatioship betwee market structure ad profitability of compaies. Oe result of this research is that the Tobi s Q ratio is the best criterio to measure the moopoly power of a compay. Morck, Shleifer, ad Vishy (1988) used the Tobi s Q as a measure to evaluate ad test the impact of owership o the performace of compaies. I the same year, Birger ad Cythia i a study as Tobi s Q ad the importace of focus i firm performace also ivestigated the Tobi s Q ratio ad foud the use of this criterio useful to evaluate the performace of compaies. Lag ad Litzeberger (1989) used the Tobi s Q ratio as a part of their aalysis to assess the impact of divided chages o stock prices. Lag, Stoles, ad Walkig (1989 ad 1991) used the Tobi s Q ratio as a idex to test the relatioship betwee maagemet performace ad resources resultig from participatio i teder offers ad the free cash flow hypothesis. Also, Opler ad Titma (1993) used the Tobi s Q ratio as a idex for ivestmet opportuities to test the amout of shares purchased. Lag ad Stoles (1994) ivestigated the relatioship betwee the Tobi s Q ratio ad ivestmet opportuities ad cocluded that if the ratio is calculated to be greater tha oe, the compay has more ivestmet opportuities. Deis et al. (1994) used the Tobi s Q ratio as a idex to assess divided chages o stock prices; i the same year, Liyod ad Jahra also used the Tobi s Q ratio to aalyze the relatioship betwee chages i capital structure ad the performace of compaies. Steve B. Perfect ad Keeth W. Wales (1994) i a study as alterative costructios of Tobi s Q ivestigated the Tobi s Q ratio as a idex to measure the performace of compaies. Also, they studied differet versios of Q. The results of this study showed that media, mea, ad stadard deviatio estimates of curret versios of Q are somewhat equal to each other. Berger ad Ofek (1995) used the Tobi s Q ratio to aalyze the relatioship betwee capital structure ad the performace of compaies. Also, Yermack (1996) used Tobi s Q to ivestigate the relatioship betwee the size of the board ad the performace of compaies. Leewille ad Baderat (1997) provided a ew ad somewhat altered patter of Q. I the same year, Loderer ad Marti i a study as the relatioship betwee owership ad firm performace also used the Tobi s Q for performace measuremet. Demsetz ad Villaloga (2000) coducted a study as owership structure ad firm performace. They cosidered firm performace as the depedet variable i their study ad measured it usig the Tobi s Q idex. The results of this study idicated that there is o sigificat statistical relatioship betwee owership structure ad firm performace. Also, their fidigs were cosistet with the view that the spread of owership gives rise to agecy problems, but icreased icome from property developmet compesates the agecy problems. Sevilla (2001) assessed Tobi s Q as a criterio to measure the performace of multiatioal corporatios. The results of this study showed that compaies whose Tobi s Q is higher tha oe ejoy better performace. Gugler ad Yurtoglu (2003) i a article as average Q, margial Q ad the relatioship betwee owership ad performace discussed about measurig the performace of maagemet usig the average ratios such as ROA ad Tobi s Q. These researchers believed that mea is ot a suitable criterio for measurig performace, because: 1- I calculatig the mea, outliers are removed; so it is less tha ideal for beig used to test hypotheses related to maagemet behaviors. 2- Usig the mea for performace measuremet requires settig a structural model of determiats; but such a model does ot exist. Hece, they suggested usig a ratio achieved from divisio of the compay s ivestmet returs by the cost of capital to accurately measure the performace of maagers. They called the ratio margial Q. Harey ad Tower (2003) tried to predict the stock retur usig Tobi s Q ad P/E ratios. The results of this study were cosistet with the results of studies coducted by Smith ad Wright (2000) ad differet from the results of a study coducted by Shiller (2000). The results of this study showed that the Tobi s Q ratio is more reliable tha the P/E ratio i predictig real rate of retur. Wolf (2003) i a article as Tobi s Q as a idex of performace evaluatio ivestigated the Tobi s Q ratio. Accordig to this study, amog various ecoomic idices for the assessmet of firm performace, the Tobi s Q ratio ca be used to evaluate a compay s efficiecy i ivestmet. Arcelus et al. (2005) examied the relatioship betwee the compay s accoutig retur o ivestmet (ROI) ad its ecoomic retur measured by Tobi s Q. The results of this study cotrasted with a study that was coducted i 1995 by Shapiro ad Ladsma who claimed that ROI has a descriptive role for Tobi s Q ad there is completely a 140

4 Nabavad ad Rezaei, 2015 liear relatioship betwee them, but the fidigs of Arcelus et al. showed a o-liear relatioship betwee these two criteria (Q ad ROI). Studies iside Ira Kavoosi (2003) ivestigated the relatioship betwee the Tobi s Q ratio ad ecoomic value added (EVA) of compaies listed o the Tehra Stock Exchage i The results of this study showed that there is a sigificat relatioship betwee the Tobi s Q ratio ad EVA. Karimi (2006) ivestigated the relatioship betwee chages i market value added (MVA) ad EVA ad the Q idex i compaies listed o the Tehra Stock Exchage. The results of this study show that both criteria of EVA ad Q idex are able to explai MVA ad evaluate the performace to idetify the value created i the market ad chages i shareholders wealth; i additio, they are able to substitute for oe aother. Razaziai (2007) studied the relatioship betwee accoutig ad market criteria i evaluatig the performace of compaies listed o the Tehra Stock Exchage i The results of this study showed that i compaies with high, average, ad low growth, there is a positive ad sigificat relatioship betwee the ratio of operatig profit ad retur o equity ad Tobi s Q as well as betwee the ratio of operatig profit ad retur o equity ad stock returs. Zeraatgari (2007) ivestigated the applicatio of the Tobi s Q ad the compariso betwee Tobi s Q ad other performace evaluatio criteria i compaies listed o the Tehra Stock Exchage. The results of this study showed that there is a sigificat relatioship betwee the Tobi s Q ratio ad criteria of stock price ad earigs per share; however, there is o sigificat relatioship betwee the Tobi s Q ratio ad quick ad curret ratios, operatig profit, sales, asset turover ratio, the growth of sales, ad profit growth. The research objectives The preset research aims to discover the correlatio betwee traditioal criteria of performace evaluatio such as price to earigs (P/E), earigs per share (EPS), market price of shares to their book value of equity or priceto-book value (P/B), retur o equity (ROE) ad retur o total assets (ROA) ad the Tobi s Q ratio as a ew criterio of performace evaluatio; that i the case of ay correlatio betwee the traditioal criteria ad the Tobi s Q ratio, the Q ratio ca be used as a alterative to these criteria for performace evaluatio. The research hypotheses 1- There is a sigificat relatioship betwee the Tobi s Q ad price to earigs (P/E) ratios. 2- There is a sigificat relatioship betwee the Tobi s Q ad earigs per share (EPS) ratios. 3- There is a sigificat relatioship betwee the Tobi s Q ad price-to-book value (P/B) ratios. 4- There is a sigificat relatioship betwee the Tobi s Q ad retur o equity (ROE) ratios. 5- There is a sigificat relatioship betwee the Tobi s Q ad retur o total assets (ROA) ratios. The research variables The idepedet variable Here, the ratios of price to earigs (P/E), earigs per share (EPS), market price of shares to their book value of equity or price-to-book value (P/B), retur o equity (ROE) ad retur o total assets (ROA) have bee cosidered as the idepedet variables of the research. The depedet variable I this research, the Tobi s Q ratio has bee cosidered as the depedet variable. THE RESEARCH METHODOLOGY Based o the purpose of this study, it is a applied research which has bee coducted usig a causalcomparative approach ad iformatio from the past; o the other had, the research is a correlatioal study i terms of the method. The iformatio required to test the research hypotheses are amog the secod class iformatio of samples compaies, which has bee extracted from various sources such as the CD of fiacial iformatio of compaies listed o the Tehra Stock Exchage (provided by Exchage Iformatio Compay) ad the websites of ad The research statistical populatio ad sample The research populatio cosists of all compaies listed o the Tehra Stock Exchage i , which should at least have the followig coditios: 141

5 - Compaies fiscal year should ed o March 20; - Their shares should be i the stock market durig the years uder study; - Compaies must ot have chaged their fiscal year durig the period uder study; - The compaies iformatio should be accessible; - Ad their operatios must ot have bee iterrupted. Cosiderig the above restrictios, 91 compaies were selected as the statistical populatio. Usig the Cochra s sample size formula, the size of statistical sample has bee calculated as follows: 2 Nt p( q) 2 = 91(1.96).5(.5) 2 2 = = Nd + t p( q) (.05) (.5) N = the statistical populatio which is reported equal to 91. t = percetile of the stadard ormal distributio which is equal to 1.96 i this research. P = it is cosidered to be 0.5 to achieve the maximum sample size. q (1-p) = it is cosidered to be 0.5. d = absolute error which is equal to Accordigly, the sample size for this research is obtaied equal to compaies. The period of ivestigatio Here, the period uder study icludes 5 years from 2005 to The data collectio method I this study, the library method has bee used to gather the required data. Accordigly, the data required for theoretical foudatios were gathered through studyig Persia ad Lati books ad specialized jourals. Also, to test the research hypotheses, the required data related to sample compaies were collected through visitig the Tehra Stock Exchage ad extractig the required iformatio from the fiacial statemets, explaatory otes, weekly reports, ad aals ad magazies of Stock Exchage. The data aalysis Statistical methods used i the research I iferetial statistics, the hypotheses have bee tested usig the Kolmogorov Smirov test alog with statistics relatig to the measuremet of the ormal distributio. I additio, the Pearso s correlatio coefficiet test has bee used to measure the hypotheses. The extracted data were firstly arraged i the Excel software ad the aalyzed by the SPSS software. The statistical methods Here, two statistical methods have bee used to aalyze data ad test the research hypotheses: 1- The first part: descriptive statistics icludig the mea ad stadard deviatio 2- The secod part: iferetial statistics icludig: A) The default test: testig the ormality of the populatio distributio B) The mai test: the Spearma s oparametric correlatio coefficiet The reaso for usig the Spearma s correlatio coefficiet is that the populatio distributio is ot ormal; hece, the Spearma s correlatio coefficiet which is equal to the Pearso s oparametric correlatio coefficiet has bee used to examie the relatioship betwee o-ormal variables. The results of testig hypotheses The first hypothesis: There is a sigificat relatioship betwee the Tobi s Q ad price to earigs (P/E) ratios. H 0= There is t a sigificat relatioship betwee the Tobi s Q ad price to earigs (P/E) ratios. H 1 There is a sigificat relatioship betwee the Tobi s Q ad price to earigs (P/E) ratios. At this stage, the hypotheses are tested separately for each year. Table 1 shows the iformatio. Table 1: The Spearma correlatio coefficiet for review betwee the Tobi s Q ad price to earigs (P/E) ratios P-Value Test result Cofirm H 0 Cofirm H 0 Cofirm H 0 Cofirm H 0 Cofirm H 0 142

6 Nabavad ad Rezaei, 2015 Based o the evidece collected, the first hypothesis is rejected. The results obtaied from testig the hypotheses of this research show that there is o correlatio betwee the Tobi s Q ad price to earigs (P/E) ratios durig The secod hypothesis: There is a sigificat relatioship betwee the Tobi s Q ad earigs per share (EPS) ratios. H 0= There is t a sigificat relatioship betwee the Tobi s Q ad earigs per share (EPS) ratios. H 1 There is a sigificat relatioship betwee the Tobi s Q ad earigs per share (EPS) ratios. At this stage, the hypotheses are tested separately for each year. Table 2 shows the iformatio. Table 2: The Spearma correlatio coefficiet for review betwee the Tobi s Q ad earigs per share (EPS) ratios P-Value Test result reject H 0 reject H 0 reject H 0 reject H 0 reject H 0 Based o the evidece collected, the secod hypothesis is cofirmed. The results obtaied from testig the hypotheses of this research show that there is a correlatio betwee the Tobi s Q ad earigs per share (EPS) ratios durig The third hypothesis: There is a sigificat relatioship betwee the Tobi s Q ad price-to-book value (P/B) ratios. H 0= There is a sigificat relatioship betwee the Tobi s Q ad price-to-book value (P/B) ratios. H 1 There is a sigificat relatioship betwee the Tobi s Q ad price-to-book value (P/B) ratios. At this stage, the hypotheses are tested separately for each year. Table 3 shows the iformatio. Table 3: The Spearma correlatio coefficiet for review betwee the Tobi s Q ad price-to-book value (P/B) ratios P-Value Test result reject H 0 reject H 0 reject H 0 reject H 0 reject H 0 Based o the evidece collected, the third hypothesis is cofirmed. The results obtaied from testig the hypotheses of this research show that there is a correlatio betwee the Tobi s Q ad price-to-book value (P/B) ratios durig The fourth hypothesis: There is a sigificat relatioship betwee the Tobi s Q ad retur o equity (ROE) ratios. H 0= There is t a sigificat relatioship betwee the Tobi s Q ad retur o equity (ROE) ratios. H 1 There is a sigificat relatioship betwee the Tobi s Q ad retur o equity (ROE) ratios. At this stage, the hypotheses are tested separately for each year. Table 4 shows the iformatio. 143

7 Table 4: The Spearma correlatio coefficiet for review betwee the Tobi s Q ad retur o equity (ROE) ratios P-Value Test result reject H 0 reject H 0 reject H 0 reject H 0 reject H 0 Based o the evidece collected, the fourth hypothesis is cofirmed. The results obtaied from testig the hypotheses of this research show that there is a correlatio betwee the Tobi s Q ad retur o equity (ROE) ratios durig The fifth hypothesis: There is a sigificat relatioship betwee the Tobi s Q ad retur o total assets (ROA) ratios. H 0= There is t a sigificat relatioship betwee the Tobi s Q ad retur o total assets (ROA) ratios. H 1 There is a sigificat relatioship betwee the Tobi s Q ad retur o total assets (ROA) ratios. At this stage, the hypotheses are tested separately for each year. Table 5 shows the iformatio. Table 5: The Spearma correlatio coefficiet for review betwee the Tobi s Q ad retur o total assets (ROA) ratios P-Value Test result Cofirm H 0 Cofirm H 0 Cofirm H 0 Cofirm H 0 Cofirm H 0 Based o the evidece collected, the fifth hypothesis is rejected. The results obtaied from testig the hypotheses of this research show that there is o correlatio betwee the Tobi s Q ad retur o total assets (ROA) ratios durig The coclusio Although accordig to statistical aalyses it is cocluded that there is o correlatio betwee the Tobi s Q ad the two ratios of price to earigs (P/E) ad retur o total assets (ROA), it does ot mea that there is o relatioship betwee these variables. I other words, statistically ad based o the aalyses, the researcher could ot reject the ull hypothesis idicatig the lack of a sigificat relatioship betwee the Tobi s Q ratio ad the two ratios of price to earigs (P/E) ad retur o total assets (ROA); hece, it has bee ievitably accepted; but the correlatio betwee the Tobi s Q ad the ratios of earigs per share (EPS), price-to-book value (P/B), ad retur o equity (ROE) is proved ad the ull hypothesis is rejected. Due to the weak correlatio coefficiet ad coefficiet of determiatio betwee the Tobi s Q ad price to earigs (P/E) ad retur o total assets (ROA), it ca be cocluded that these two ratios are weakly able to explai chages i the Tobi s Q ratio; as a result, the Tobi s Q ratio caot be used as a alterative to these criteria for fiacial performace evaluatio. Also, cosiderig the results of testig hypotheses ad high correlatio coefficiet ad coefficiet of determiatio betwee the Tobi s Q ratio ad ratios of earigs per share (EPS), price-to-book value (P/B), ad retur o equity (ROE), it ca be cocluded that these ratios are highly able to explai chages i the Tobi s Q ratio. However, amog these three ratios, EPS ad P/B respectively have the highest ad lowest ability to explai the Tobi s Q chages; thus, the Tobi s Q ratio ca be used as a alterative to these criteria for fiacial performace evaluatio. The results regardig the relatioship betwee the Tobi s Q ratio ad earigs per share (EPS) are cosistet with results of the study coducted by Zeraatgari (2007) ad the results regardig the relatioship betwee the Tobi s Q ratio ad retur o equity (ROE) are cosistet with results of the study coducted by Razaziai (2007). The research limitatios 1- Due to the lack of adequate ad reliable iformatio for some compaies, some of them were removed from the populatio. 144

8 Nabavad ad Rezaei, Oly few compaies have regularly published midterm reports; so, assessig the periods less tha oe year has bee ievitably eglected. The practical suggestio of the research 1- To prevet irregular stock price chages of some compaies, which lead to earig abormal profits through iformatio ret of some major shareholders, it is recommeded to the Tehra Stock Exchage to make compaies provide clear ad timely iformatio about the causes of their excessive share prices ad prevet the losses of may retail ivestors. 2- Ivestors i Tehra Stock Exchage are recommeded ot to stop at stock prices i their decisios ad take ito cosideratio other performace evaluatio criteria. Besides the other criteria, they ca fid the Tobi s Q ratio a useful performace measure to get help for proper decisio-makig. 3- The Tehra Stock Exchage should require compaies to provide ew ratios such as Tobi s Q for users alog with other fiacial reports. REFERENCES 1. Jahakhai,Ali, Sadjadi,Asghar(1995), Usig the cocept of ecoomic value added i fiacial decisios, Fiacial Research,year 2,No 3&4,pp Jahakhai,Ali, zarif fard,ahmad(1995), Are maagers ad shareholders used criterio to measurig compaies?, Fiacial Research,year 2,No 7&8,pp Hafez ia, Mohammad Reza (2009)Itroductio to Research i the Humaities, samt Publicatios 4. Ezzati, Mortaza(1998), Tarbiat Modares Uiversity ecoomic research istitute, Methods i the Social Scieces,first prited 5. Delavar, Ali(2006), Theoretical ad practical research i the humaities ad social,roshd Publicatios, fifth prited 6. amazi,mohammad(2007),a Ivestigatio of the Tobi's Q Ratio ad it's Compariso with other Criterio of the Maagers1 Performace Measuremets for Compaies Accepted i Tehra Stock Exchag, Joural of Accoutig Advaces,PP Modarres,Ahmad,abdollahzadeh,farhad,(1990) Fiacial maagemet, Fiacial maagemet, Commercial Publicatio,first prited 8. Naderi, Ezatollah, Saif Naraghi, Maryam(2013) Methods of Research ad the evaluatio of Humaitie,badr Publicatio,Fifth Editio, Nith pritig 9. amazi,mohammad(2005), Review applicatio of agecy theory i maagemet accoutig,pp Houma,heydar ali(2006), Recogitio scietific Method i the Behavioral Scieces, Parsa Publicatio,6th prited 11. Arcelus F. J. Nitra D. ad G. Sriivasa (2005). O the Icidece of Deferred Taxes Itagibles ad No- Liearities i the Relatioship 12. Betwee Tobi s Q ad ROI. Joural of Ecoomics ad Busiess 57 (2) Berger P. G. ad Ofek E. (1995). Diversificatios Effect o Firm Value.Joural of Fiacial Ecoomics Bartlett J. E. Kotrlik J. W. ad Higgis C. C. (2001). Orgaizatioal Research: Determiig Appropriate Sample Size i Survey Research. 15. Iformatio Techology Learig ad Performace Joural 19 (1) Bharadwaj A. Bharadwaj S. ad Kosyski B. (1999). Iformatio Techology Effect o Firm Performace as Measured by Tobi'q.Maagemet Sciece 45 (6) Birger W. ad Cythia A. M. (1988). Tobis q ad the Importace of Focuse i Firm Performace. America Ecoomic Review Braiard W. ad Tobi J. (1977). Pitfalls i Fiacial Model-Buildig. America Ecoomic Review 58 (2) Braiard W. Shove J. ad Weiss L. (1980). The Fiacial Valuatio of The Retur to Capital. Brookigs Papers o Ecoomic Activity (2) Cael M. C. ad Servaes P. (1995). Additioal Evidece o Equity Owership ad Corporate Value. Joural of Fiacial Ecoomics 27 ( ). 21. Chi Ch. L. Lee P. ad Chi H. Y. (2006). Patet Citatio R&D Spillover ad Tobi's Q: Evidece from Taiwa Semicoductor Idustry. Review of Quatitative Fiace ad Accoutig 26 (1) Chug K. H. ad Pruitt S. W. (1994). A Simple Approximatio of Tobi s Q. Fiacial Maagemet Demstz H. ad Villaloga B. (2000). Owership Structure ad Performace. Joural of Fiacial Ecoomics

9 24. Deis D. J. Deis D. K. ad Sari A. (1994). The Iformatio Cotet of Divided Chages: Cach Flow Sigalig Over Ivestmet ad Divided Clieteles Joural of Fiacial ad Quatitative Aalysis 35 (13) Foster G. (1986). Fiacial Statemet Aalysis New Jersey: Pretice-Hall Ic. 26. Gugler K. ad Yurtoglu B. B. (2003). Average Q Margial Q ad the Relatio betwee Owership ad Performace. Ecoomics Letters May/July Harey W. ad Tower T. (2003). Predictig Equity Returs Usig Tobi q ad Price-Earigs Ratio Joural of Ivestig 12 (3) Hampto Johs (2007) Fiacial Maagemet cocept problems ad cases Hug J. (2006). A Three-Phased-Switchig Relatioship betwee Tobi s Q ad the Shares Owed by the Directors: A Empirical Study o the Taiwaese Electroic Idustry. The Joural of America Academy of Busiess 8 (1) Jese M. G. ad Mecklig W. (1976). Theory of the Firm: Maagerial Behavior Agecy Costs ad Owership Structure. Joural of Fiacial Ecoomics 3 (4) Ladsma W. R. ad Shapiro A. C. (1995). Tobi s Q of ad the Relatio betwee Accoutig ROI ad Ecoomic Retur: Professioal Adoptio.Joural of Accoutig & Fiace 10 (1) Lag L. ad Litzeberger R. H. (1989). Divided Aoucemets: Cash Flow Sigalig vs Free Cash Flow Hypothesis Joural of Fiacial Ecoomics Lag L. ad Stulz R. (1994). Tobi q Corporate Diversificatio ad Firm Performace. Joural of Political Ecoomy Leewille W. G. ad Baderet S. G. (1997). O the Measuremet of Tobis Q Joural of Fiacial Ecoomics 44 (1) Lideberg E. B. & Ross S. A. (1981). Tobis Q Ratio ad Idustrial Orgaizatio. Joural of Busiess 54 (1) Meigs Williams Haka Better Accoutig eleve editio Morck R. Shleifer A. ad Vishy R. W. (1988). Maagemet Owership ad Market Valuatio: A Empirical Aalysis. Joural of Fiacial Ecoomics 20 (44) Opler T. ad Titma S. (1993). The Determiats of Leveraged Buyout Activity: Free Cash Flow Versus Fiacial Distrees Costs. Joural of Fiace Saibal G. (2007). Bak Moitorig Maagerial Owership Ad Tobi's Q:A Empirical Aalysis for Idia. Maagerial ad Decisio Ecoomic 28(2) Saliger M. (1984). Tobis Q Uioizatio ad the Cocetratio Profits Relatioship. Rad Joural of Ecoomics Sauaia A. C. A. (2001). Evaluatio of Performace i Busiess Games:Fiacial ad No-Fiacial Approaches. Developmets i Busiess Simulatio ad Experietial Learig Steve B. P. ad Keeth W. W. (1994). Alterative Costructio of Tobis Q: A Empirical Compariso. Joural of Empirical Fiacial Stewart G. B. (1991 ). The Quest for Value: A Guide for Seior Maagers. New York: Harper Busiess Publisher. 44. Tobi J. (1969). A Geeral Equilibrium Approach to Moetary Theory.Joural of Moey Credit ad Bakig Tobi J. (1978). Moetary Policies ad the Ecoomy: the Trasmissio Mechaism. Souther Ecoomic Joural Tompkig S. ad Darrell E. L. (1999). A Modified Versio of the Lewelle ad Badriath Measure of Tobis Q. Fiacial Maagemet Tosi H. ad Gomez-Mejia L. (1994). CEO Compesatio Moitorig ad Firm Performace. Academy Maagemet Joural 37 (4) Wolfe J. (2003). The Tobi'q as a Compay Performace Idicator. Developmets i Busiess Simulatio ad Experimetal Learig Yermack D. (1996). Higher Market Valuatio of Compaies with a Small Board of Directors. Joural of Fiacial Ecoomics

Investing in Stocks WHAT ARE THE DIFFERENT CLASSIFICATIONS OF STOCKS? WHY INVEST IN STOCKS? CAN YOU LOSE MONEY?

Investing in Stocks WHAT ARE THE DIFFERENT CLASSIFICATIONS OF STOCKS? WHY INVEST IN STOCKS? CAN YOU LOSE MONEY? Ivestig i Stocks Ivestig i Stocks Busiesses sell shares of stock to ivestors as a way to raise moey to fiace expasio, pay off debt ad provide operatig capital. Ecoomic coditios: Employmet, iflatio, ivetory

More information

Performance Evaluation and Prioritization of Leasing Companies Using the Super Efficiency Data Envelopment Analysis Model

Performance Evaluation and Prioritization of Leasing Companies Using the Super Efficiency Data Envelopment Analysis Model Acta Polytechica Hugarica Vol. 9, No. 3, 2012 Performace Evaluatio ad Prioritizatio of Leasig Compaies Usig the Super Efficiecy Data Evelopmet Aalysis Model Vahid Majazi Dalfard 1, Arash Sohrabia 2, Ali

More information

Hypothesis testing. Null and alternative hypotheses

Hypothesis testing. Null and alternative hypotheses Hypothesis testig Aother importat use of samplig distributios is to test hypotheses about populatio parameters, e.g. mea, proportio, regressio coefficiets, etc. For example, it is possible to stipulate

More information

Volatility of rates of return on the example of wheat futures. Sławomir Juszczyk. Rafał Balina

Volatility of rates of return on the example of wheat futures. Sławomir Juszczyk. Rafał Balina Overcomig the Crisis: Ecoomic ad Fiacial Developmets i Asia ad Europe Edited by Štefa Bojec, Josef C. Brada, ad Masaaki Kuboiwa http://www.hippocampus.si/isbn/978-961-6832-32-8/cotets.pdf Volatility of

More information

INVESTMENT PERFORMANCE COUNCIL (IPC) Guidance Statement on Calculation Methodology

INVESTMENT PERFORMANCE COUNCIL (IPC) Guidance Statement on Calculation Methodology Adoptio Date: 4 March 2004 Effective Date: 1 Jue 2004 Retroactive Applicatio: No Public Commet Period: Aug Nov 2002 INVESTMENT PERFORMANCE COUNCIL (IPC) Preface Guidace Statemet o Calculatio Methodology

More information

How To Find FINANCING For Your Business

How To Find FINANCING For Your Business How To Fid FINANCING For Your Busiess Oe of the most difficult tasks faced by the maagemet team of small busiesses today is fidig adequate fiacig for curret operatios i order to support ew ad ogoig cotracts.

More information

The analysis of the Cournot oligopoly model considering the subjective motive in the strategy selection

The analysis of the Cournot oligopoly model considering the subjective motive in the strategy selection The aalysis of the Courot oligopoly model cosiderig the subjective motive i the strategy selectio Shigehito Furuyama Teruhisa Nakai Departmet of Systems Maagemet Egieerig Faculty of Egieerig Kasai Uiversity

More information

Lesson 17 Pearson s Correlation Coefficient

Lesson 17 Pearson s Correlation Coefficient Outlie Measures of Relatioships Pearso s Correlatio Coefficiet (r) -types of data -scatter plots -measure of directio -measure of stregth Computatio -covariatio of X ad Y -uique variatio i X ad Y -measurig

More information

Is the Event Study Methodology Useful for Merger Analysis? A Comparison of Stock Market and Accounting Data

Is the Event Study Methodology Useful for Merger Analysis? A Comparison of Stock Market and Accounting Data Discussio Paper No. 163 Is the Evet Study Methodology Useful for Merger Aalysis? A Compariso of Stock Market ad Accoutig Data Tomaso Duso* laus Gugler** Burci Yurtoglu*** September 2006 *Tomaso Duso Humboldt

More information

France caters to innovative companies and offers the best research tax credit in Europe

France caters to innovative companies and offers the best research tax credit in Europe 1/5 The Frech Govermet has three objectives : > improve Frace s fiscal competitiveess > cosolidate R&D activities > make Frace a attractive coutry for iovatio Tax icetives have become a key elemet of public

More information

A guide to School Employees' Well-Being

A guide to School Employees' Well-Being A guide to School Employees' Well-Beig Backgroud The public school systems i the Uited States employ more tha 6.7 millio people. This large workforce is charged with oe of the atio s critical tasks to

More information

Wells Fargo Insurance Services Claim Consulting Capabilities

Wells Fargo Insurance Services Claim Consulting Capabilities Wells Fargo Isurace Services Claim Cosultig Capabilities Claim Cosultig Claims are a uwelcome part of America busiess. I a recet survey coducted by Fulbright & Jaworski L.L.P., large U.S. compaies face

More information

1 Correlation and Regression Analysis

1 Correlation and Regression Analysis 1 Correlatio ad Regressio Aalysis I this sectio we will be ivestigatig the relatioship betwee two cotiuous variable, such as height ad weight, the cocetratio of a ijected drug ad heart rate, or the cosumptio

More information

TIAA-CREF Wealth Management. Personalized, objective financial advice for every stage of life

TIAA-CREF Wealth Management. Personalized, objective financial advice for every stage of life TIAA-CREF Wealth Maagemet Persoalized, objective fiacial advice for every stage of life A persoalized team approach for a trusted lifelog relatioship No matter who you are, you ca t be a expert i all aspects

More information

where: T = number of years of cash flow in investment's life n = the year in which the cash flow X n i = IRR = the internal rate of return

where: T = number of years of cash flow in investment's life n = the year in which the cash flow X n i = IRR = the internal rate of return EVALUATING ALTERNATIVE CAPITAL INVESTMENT PROGRAMS By Ke D. Duft, Extesio Ecoomist I the March 98 issue of this publicatio we reviewed the procedure by which a capital ivestmet project was assessed. The

More information

Evaluating Model for B2C E- commerce Enterprise Development Based on DEA

Evaluating Model for B2C E- commerce Enterprise Development Based on DEA , pp.180-184 http://dx.doi.org/10.14257/astl.2014.53.39 Evaluatig Model for B2C E- commerce Eterprise Developmet Based o DEA Weli Geg, Jig Ta Computer ad iformatio egieerig Istitute, Harbi Uiversity of

More information

Statement of cash flows

Statement of cash flows 6 Statemet of cash flows this chapter covers... I this chapter we study the statemet of cash flows, which liks profit from the statemet of profit or loss ad other comprehesive icome with chages i assets

More information

MARKET STRUCTURE AND EFFICIENCY OF INSURANCE COMPANIES IN AZERBAIJAN REPUBLIC

MARKET STRUCTURE AND EFFICIENCY OF INSURANCE COMPANIES IN AZERBAIJAN REPUBLIC Idia J.Sci.Res. 7 (1): 114-120, 2014 ISSN: 0976-2876 (Prit) ISSN: 2250-0138(Olie) MARKET STRUCTURE AND EFFICIENCY OF INSURANCE COMPANIES IN AZERBAIJAN REPUBLIC 1 HANIFEHZADEH LATIF PhD, Ardabil Brach,

More information

Erik Ottosson & Fredrik Weissenrieder, 1996-03-01 CVA. Cash Value Added - a new method for measuring financial performance.

Erik Ottosson & Fredrik Weissenrieder, 1996-03-01 CVA. Cash Value Added - a new method for measuring financial performance. CVA Cash Value Added - a ew method for measurig fiacial performace Erik Ottosso Strategic Cotroller Sveska Cellulosa Aktiebolaget SCA Box 7827 S-103 97 Stockholm Swede Fredrik Weisserieder Departmet of

More information

How to read A Mutual Fund shareholder report

How to read A Mutual Fund shareholder report Ivestor BulletI How to read A Mutual Fud shareholder report The SEC s Office of Ivestor Educatio ad Advocacy is issuig this Ivestor Bulleti to educate idividual ivestors about mutual fud shareholder reports.

More information

15.075 Exam 3. Instructor: Cynthia Rudin TA: Dimitrios Bisias. November 22, 2011

15.075 Exam 3. Instructor: Cynthia Rudin TA: Dimitrios Bisias. November 22, 2011 15.075 Exam 3 Istructor: Cythia Rudi TA: Dimitrios Bisias November 22, 2011 Gradig is based o demostratio of coceptual uderstadig, so you eed to show all of your work. Problem 1 A compay makes high-defiitio

More information

COMPARISON OF THE EFFICIENCY OF S-CONTROL CHART AND EWMA-S 2 CONTROL CHART FOR THE CHANGES IN A PROCESS

COMPARISON OF THE EFFICIENCY OF S-CONTROL CHART AND EWMA-S 2 CONTROL CHART FOR THE CHANGES IN A PROCESS COMPARISON OF THE EFFICIENCY OF S-CONTROL CHART AND EWMA-S CONTROL CHART FOR THE CHANGES IN A PROCESS Supraee Lisawadi Departmet of Mathematics ad Statistics, Faculty of Sciece ad Techoology, Thammasat

More information

Automatic Tuning for FOREX Trading System Using Fuzzy Time Series

Automatic Tuning for FOREX Trading System Using Fuzzy Time Series utomatic Tuig for FOREX Tradig System Usig Fuzzy Time Series Kraimo Maeesilp ad Pitihate Soorasa bstract Efficiecy of the automatic currecy tradig system is time depedet due to usig fixed parameters which

More information

INVESTMENT PERFORMANCE COUNCIL (IPC)

INVESTMENT PERFORMANCE COUNCIL (IPC) INVESTMENT PEFOMANCE COUNCIL (IPC) INVITATION TO COMMENT: Global Ivestmet Performace Stadards (GIPS ) Guidace Statemet o Calculatio Methodology The Associatio for Ivestmet Maagemet ad esearch (AIM) seeks

More information

HCL Dynamic Spiking Protocol

HCL Dynamic Spiking Protocol ELI LILLY AND COMPANY TIPPECANOE LABORATORIES LAFAYETTE, IN Revisio 2.0 TABLE OF CONTENTS REVISION HISTORY... 2. REVISION.0... 2.2 REVISION 2.0... 2 2 OVERVIEW... 3 3 DEFINITIONS... 5 4 EQUIPMENT... 7

More information

Present Values, Investment Returns and Discount Rates

Present Values, Investment Returns and Discount Rates Preset Values, Ivestmet Returs ad Discout Rates Dimitry Midli, ASA, MAAA, PhD Presidet CDI Advisors LLC dmidli@cdiadvisors.com May 2, 203 Copyright 20, CDI Advisors LLC The cocept of preset value lies

More information

Prescribing costs in primary care

Prescribing costs in primary care Prescribig costs i primary care LONDON: The Statioery Office 13.50 Ordered by the House of Commos to be prited o 14 May 2007 REPORT BY THE COMPTROLLER AND AUDITOR GENERAL HC 454 Sessio 2006-2007 18 May

More information

Bond Valuation I. What is a bond? Cash Flows of A Typical Bond. Bond Valuation. Coupon Rate and Current Yield. Cash Flows of A Typical Bond

Bond Valuation I. What is a bond? Cash Flows of A Typical Bond. Bond Valuation. Coupon Rate and Current Yield. Cash Flows of A Typical Bond What is a bod? Bod Valuatio I Bod is a I.O.U. Bod is a borrowig agreemet Bod issuers borrow moey from bod holders Bod is a fixed-icome security that typically pays periodic coupo paymets, ad a pricipal

More information

Supply Chain Management

Supply Chain Management Supply Chai Maagemet LOA Uiversity October 9, 205 Distributio D Distributio Authorized to Departmet of Defese ad U.S. DoD Cotractors Oly Aim High Fly - Fight - Wi Who am I? Dr. William A Cuigham PhD Ecoomics

More information

Analyzing Longitudinal Data from Complex Surveys Using SUDAAN

Analyzing Longitudinal Data from Complex Surveys Using SUDAAN Aalyzig Logitudial Data from Complex Surveys Usig SUDAAN Darryl Creel Statistics ad Epidemiology, RTI Iteratioal, 312 Trotter Farm Drive, Rockville, MD, 20850 Abstract SUDAAN: Software for the Statistical

More information

Data Analysis and Statistical Behaviors of Stock Market Fluctuations

Data Analysis and Statistical Behaviors of Stock Market Fluctuations 44 JOURNAL OF COMPUTERS, VOL. 3, NO. 0, OCTOBER 2008 Data Aalysis ad Statistical Behaviors of Stock Market Fluctuatios Ju Wag Departmet of Mathematics, Beijig Jiaotog Uiversity, Beijig 00044, Chia Email:

More information

Commercial Real Estate Women Network

Commercial Real Estate Women Network Commercial Real Estate Wome Network About CREW Network Fouded i 1989, CREW Network is the idustry s premier busiess etworkig orgaizatio dedicated to ifluecig the success of the commercial real estate idustry

More information

CHAPTER 3 THE TIME VALUE OF MONEY

CHAPTER 3 THE TIME VALUE OF MONEY CHAPTER 3 THE TIME VALUE OF MONEY OVERVIEW A dollar i the had today is worth more tha a dollar to be received i the future because, if you had it ow, you could ivest that dollar ad ear iterest. Of all

More information

Domain 1: Designing a SQL Server Instance and a Database Solution

Domain 1: Designing a SQL Server Instance and a Database Solution Maual SQL Server 2008 Desig, Optimize ad Maitai (70-450) 1-800-418-6789 Domai 1: Desigig a SQL Server Istace ad a Database Solutio Desigig for CPU, Memory ad Storage Capacity Requiremets Whe desigig a

More information

The Forgotten Middle. research readiness results. Executive Summary

The Forgotten Middle. research readiness results. Executive Summary The Forgotte Middle Esurig that All Studets Are o Target for College ad Career Readiess before High School Executive Summary Today, college readiess also meas career readiess. While ot every high school

More information

RISK TRANSFER FOR DESIGN-BUILD TEAMS

RISK TRANSFER FOR DESIGN-BUILD TEAMS WILLIS CONSTRUCTION PRACTICE I-BEAM Jauary 2010 www.willis.com RISK TRANSFER FOR DESIGN-BUILD TEAMS Desig-builD work is icreasig each quarter. cosequetly, we are fieldig more iquiries from cliets regardig

More information

Performance Measurement In The ecommerce Industry Jamshed Mistry (E-mail: jjmistry@wpi.edu), Worcester Polytechnic Institute

Performance Measurement In The ecommerce Industry Jamshed Mistry (E-mail: jjmistry@wpi.edu), Worcester Polytechnic Institute Performace Measuremet I The ecommerce Idustry Jamshed Mistry (E-mail: mistry@wpi.edu), Worcester Polytechic Istitute Abstract The Balaced Scorecard framework (BSC) developed by Kapla ad Norto (1992) has

More information

LEASE-PURCHASE DECISION

LEASE-PURCHASE DECISION Public Procuremet Practice STANDARD The decisio to lease or purchase should be cosidered o a case-by case evaluatio of comparative costs ad other factors. 1 Procuremet should coduct a cost/ beefit aalysis

More information

ACTUARIAL TECHNIQUES TO ASSESS THE FINANCIAL PERFORMANCE. INSURANCE APPLICATIONS

ACTUARIAL TECHNIQUES TO ASSESS THE FINANCIAL PERFORMANCE. INSURANCE APPLICATIONS Aals of the Uiversity of Petroşai, Ecoomics, 2(2), 22, 7-76 7 ACTUARIAL TECHNIQUE TO AE THE FINANCIAL PERFORMANCE. INURANCE APPLICATION MIHAELA BOTEA, MARINEL NEELUŢ, CORINA IOANĂŞ, MIHAELA GRUIECU * ABTRACT:

More information

Subject CT5 Contingencies Core Technical Syllabus

Subject CT5 Contingencies Core Technical Syllabus Subject CT5 Cotigecies Core Techical Syllabus for the 2015 exams 1 Jue 2014 Aim The aim of the Cotigecies subject is to provide a groudig i the mathematical techiques which ca be used to model ad value

More information

Vladimir N. Burkov, Dmitri A. Novikov MODELS AND METHODS OF MULTIPROJECTS MANAGEMENT

Vladimir N. Burkov, Dmitri A. Novikov MODELS AND METHODS OF MULTIPROJECTS MANAGEMENT Keywords: project maagemet, resource allocatio, etwork plaig Vladimir N Burkov, Dmitri A Novikov MODELS AND METHODS OF MULTIPROJECTS MANAGEMENT The paper deals with the problems of resource allocatio betwee

More information

Preserving Your Financial Legacy with Life Insurance Premium Financing.

Preserving Your Financial Legacy with Life Insurance Premium Financing. Preservig Your Fiacial Legacy with Life Isurace Premium Fiacig. Prepared by: Keeth M. Fujita, Natioal Director, The Private Bak Specialty Fiace Group Life Isurace Premium Fiace. James Mosrie, Seior Wealth

More information

Institute of Actuaries of India Subject CT1 Financial Mathematics

Institute of Actuaries of India Subject CT1 Financial Mathematics Istitute of Actuaries of Idia Subject CT1 Fiacial Mathematics For 2014 Examiatios Subject CT1 Fiacial Mathematics Core Techical Aim The aim of the Fiacial Mathematics subject is to provide a groudig i

More information

Z-TEST / Z-STATISTIC: used to test hypotheses about. µ when the population standard deviation is unknown

Z-TEST / Z-STATISTIC: used to test hypotheses about. µ when the population standard deviation is unknown Z-TEST / Z-STATISTIC: used to test hypotheses about µ whe the populatio stadard deviatio is kow ad populatio distributio is ormal or sample size is large T-TEST / T-STATISTIC: used to test hypotheses about

More information

Enhancing Oracle Business Intelligence with cubus EV How users of Oracle BI on Essbase cubes can benefit from cubus outperform EV Analytics (cubus EV)

Enhancing Oracle Business Intelligence with cubus EV How users of Oracle BI on Essbase cubes can benefit from cubus outperform EV Analytics (cubus EV) Ehacig Oracle Busiess Itelligece with cubus EV How users of Oracle BI o Essbase cubes ca beefit from cubus outperform EV Aalytics (cubus EV) CONTENT 01 cubus EV as a ehacemet to Oracle BI o Essbase 02

More information

I apply to subscribe for a Stocks & Shares ISA for the tax year 20 /20 and each subsequent year until further notice.

I apply to subscribe for a Stocks & Shares ISA for the tax year 20 /20 and each subsequent year until further notice. IFSL Brooks Macdoald Fud Stocks & Shares ISA Trasfer Applicatio Form IFSL Brooks Macdoald Fud Stocks & Shares ISA Trasfer Applicatio Form Please complete usig BLOCK CAPITALS ad retur the completed form

More information

ijcrb.webs.com INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS DECEMBER 2011 VOL 3, NO 8

ijcrb.webs.com INTERDISCIPLINARY JOURNAL OF CONTEMPORARY RESEARCH IN BUSINESS DECEMBER 2011 VOL 3, NO 8 Job Satisfactio amog Public ad Private College Teachers of District Faisalabad, Pakista: A Comparative Aalysis. Khalid Latif. Lecturer. Govermet College Uiversity Faisalabad, Pakista. Muhammad Naeem Shahid.(Correspodig

More information

A GUIDE TO BUILDING SMART BUSINESS CREDIT

A GUIDE TO BUILDING SMART BUSINESS CREDIT A GUIDE TO BUILDING SMART BUSINESS CREDIT Establishig busiess credit ca be the key to growig your compay DID YOU KNOW? Busiess Credit ca help grow your busiess Soud paymet practices are key to a solid

More information

Information for Programs Seeking Initial Accreditation

Information for Programs Seeking Initial Accreditation Iformatio for Programs Seekig Iitial Accreditatio Aswers to Frequetly- Asked-Questios (from www.abet.org/ew-to-accreditatio/) Assurig Quality l Stimulatig Iovatio This documet iteds to aswer may of the

More information

CCH Accountants Starter Pack

CCH Accountants Starter Pack CCH Accoutats Starter Pack We may be a bit smaller, but fudametally we re o differet to ay other accoutig practice. Util ow, smaller firms have faced a stark choice: Buy cheaply, kowig that the practice

More information

PSYCHOLOGICAL STATISTICS

PSYCHOLOGICAL STATISTICS UNIVERSITY OF CALICUT SCHOOL OF DISTANCE EDUCATION B Sc. Cousellig Psychology (0 Adm.) IV SEMESTER COMPLEMENTARY COURSE PSYCHOLOGICAL STATISTICS QUESTION BANK. Iferetial statistics is the brach of statistics

More information

STUDENTS PARTICIPATION IN ONLINE LEARNING IN BUSINESS COURSES AT UNIVERSITAS TERBUKA, INDONESIA. Maya Maria, Universitas Terbuka, Indonesia

STUDENTS PARTICIPATION IN ONLINE LEARNING IN BUSINESS COURSES AT UNIVERSITAS TERBUKA, INDONESIA. Maya Maria, Universitas Terbuka, Indonesia STUDENTS PARTICIPATION IN ONLINE LEARNING IN BUSINESS COURSES AT UNIVERSITAS TERBUKA, INDONESIA Maya Maria, Uiversitas Terbuka, Idoesia Co-author: Amiuddi Zuhairi, Uiversitas Terbuka, Idoesia Kuria Edah

More information

Inference on Proportion. Chapter 8 Tests of Statistical Hypotheses. Sampling Distribution of Sample Proportion. Confidence Interval

Inference on Proportion. Chapter 8 Tests of Statistical Hypotheses. Sampling Distribution of Sample Proportion. Confidence Interval Chapter 8 Tests of Statistical Hypotheses 8. Tests about Proportios HT - Iferece o Proportio Parameter: Populatio Proportio p (or π) (Percetage of people has o health isurace) x Statistic: Sample Proportio

More information

BENEFIT-COST ANALYSIS Financial and Economic Appraisal using Spreadsheets

BENEFIT-COST ANALYSIS Financial and Economic Appraisal using Spreadsheets BENEIT-CST ANALYSIS iacial ad Ecoomic Appraisal usig Spreadsheets Ch. 2: Ivestmet Appraisal - Priciples Harry Campbell & Richard Brow School of Ecoomics The Uiversity of Queeslad Review of basic cocepts

More information

summary of cover CONTRACT WORKS INSURANCE

summary of cover CONTRACT WORKS INSURANCE 1 SUMMARY OF COVER CONTRACT WORKS summary of cover CONTRACT WORKS INSURANCE This documet details the cover we ca provide for our commercial or church policyholders whe udertakig buildig or reovatio works.

More information

Journal of Chemical and Pharmaceutical Research, 2015, 7(3):1184-1190. Research Article

Journal of Chemical and Pharmaceutical Research, 2015, 7(3):1184-1190. Research Article Available olie www.ocpr.com Joural of Chemical ad Pharmaceutical Research, 15, 7(3):1184-119 Research Article ISSN : 975-7384 CODEN(USA) : JCPRC5 Iformatio systems' buildig of small ad medium eterprises

More information

WHAT IS YOUR PRIORITY?

WHAT IS YOUR PRIORITY? MOVE AHEAD The uderlyig priciples of soud ivestmet should ot alter from decade to decade, but the applicatio of these priciples must be adapted to sigificat chages i the fiacial mechaisms ad climate. BENJAMIN

More information

Impact of Expenditure on Economic Growth in Pakistan

Impact of Expenditure on Economic Growth in Pakistan Impact of Expediture o Ecoomic Growth i Pakista Faqeer Muhammad 1 Correspodig Author, 1 PhD studet at Jiagxi Uiversity of Fiace ad Ecoomics, Chia Email: fm_ecoomist@hotmail.com Dr. Togsheg Xu 2 2 Professor

More information

*The most important feature of MRP as compared with ordinary inventory control analysis is its time phasing feature.

*The most important feature of MRP as compared with ordinary inventory control analysis is its time phasing feature. Itegrated Productio ad Ivetory Cotrol System MRP ad MRP II Framework of Maufacturig System Ivetory cotrol, productio schedulig, capacity plaig ad fiacial ad busiess decisios i a productio system are iterrelated.

More information

Tradigms of Astundithi and Toyota

Tradigms of Astundithi and Toyota Tradig the radomess - Desigig a optimal tradig strategy uder a drifted radom walk price model Yuao Wu Math 20 Project Paper Professor Zachary Hamaker Abstract: I this paper the author iteds to explore

More information

Agency Relationship Optimizer

Agency Relationship Optimizer Decideware Developmet Agecy Relatioship Optimizer The Leadig Software Solutio for Cliet-Agecy Relatioship Maagemet supplier performace experts scorecards.deploymet.service decide ware Sa Fracisco Sydey

More information

Introducing Your New Wells Fargo Trust and Investment Statement. Your Account Information Simply Stated.

Introducing Your New Wells Fargo Trust and Investment Statement. Your Account Information Simply Stated. Itroducig Your New Wells Fargo Trust ad Ivestmet Statemet. Your Accout Iformatio Simply Stated. We are pleased to itroduce your ew easy-to-read statemet. It provides a overview of your accout ad a complete

More information

I. Chi-squared Distributions

I. Chi-squared Distributions 1 M 358K Supplemet to Chapter 23: CHI-SQUARED DISTRIBUTIONS, T-DISTRIBUTIONS, AND DEGREES OF FREEDOM To uderstad t-distributios, we first eed to look at aother family of distributios, the chi-squared distributios.

More information

DAME - Microsoft Excel add-in for solving multicriteria decision problems with scenarios Radomir Perzina 1, Jaroslav Ramik 2

DAME - Microsoft Excel add-in for solving multicriteria decision problems with scenarios Radomir Perzina 1, Jaroslav Ramik 2 Itroductio DAME - Microsoft Excel add-i for solvig multicriteria decisio problems with scearios Radomir Perzia, Jaroslav Ramik 2 Abstract. The mai goal of every ecoomic aget is to make a good decisio,

More information

Baan Service Master Data Management

Baan Service Master Data Management Baa Service Master Data Maagemet Module Procedure UP069A US Documetiformatio Documet Documet code : UP069A US Documet group : User Documetatio Documet title : Master Data Maagemet Applicatio/Package :

More information

Center, Spread, and Shape in Inference: Claims, Caveats, and Insights

Center, Spread, and Shape in Inference: Claims, Caveats, and Insights Ceter, Spread, ad Shape i Iferece: Claims, Caveats, ad Isights Dr. Nacy Pfeig (Uiversity of Pittsburgh) AMATYC November 2008 Prelimiary Activities 1. I would like to produce a iterval estimate for the

More information

Enhance Your Financial Legacy Variable Annuity Death Benefits from Pacific Life

Enhance Your Financial Legacy Variable Annuity Death Benefits from Pacific Life Ehace Your Fiacial Legacy Variable Auity Death Beefits from Pacific Life 7/15 20172-15B As You Pla for Retiremet, Protect Your Loved Oes A Pacific Life variable auity ca offer three death beefits that

More information

FIRE PROTECTION SYSTEM INSPECTION, TESTING AND MAINTENANCE PROGRAMS

FIRE PROTECTION SYSTEM INSPECTION, TESTING AND MAINTENANCE PROGRAMS STRATEGIC OUTCOMES PRACTICE TECHNICAL ADVISORY BULLETIN February 2011 FIRE PROTECTION SYSTEM INSPECTION, TESTING AND MAINTENANCE PROGRAMS www.willis.com Natioal Fire Protectio Associatio (NFPA) #25 a mai

More information

Hypergeometric Distributions

Hypergeometric Distributions 7.4 Hypergeometric Distributios Whe choosig the startig lie-up for a game, a coach obviously has to choose a differet player for each positio. Similarly, whe a uio elects delegates for a covetio or you

More information

AN ECONOMIC ANALYSIS OF VISVESVARYA URBAN COOPERATIVE BANK

AN ECONOMIC ANALYSIS OF VISVESVARYA URBAN COOPERATIVE BANK 62 AN ECONOMIC ANALYSIS OF VISVESVARYA URBAN COOPERATIVE BANK K. Ravichadra, Deputy Director, Istitute of Cooperative Maagemet, Thiruvaathapuram. V. Alagu Padia, Faculty Member, Istitute of Cooperative

More information

My first gold holdings. My first bank. Simple. Transparent. Individual. Our investment solutions for clients abroad.

My first gold holdings. My first bank. Simple. Transparent. Individual. Our investment solutions for clients abroad. My first gold holdigs. My first bak. Simple. Trasparet. Idividual. Our ivestmet solutios for cliets abroad. The perfect basis for workig together successfully The wheel of time is turig faster tha ever

More information

Inland American s Exit

Inland American s Exit Report by UNITE HERE, December 2013 Becky Perrie, Sa Fracisco Research bperrie@uitehere.org/415-553-3276 Ilad America s Exit Will Ilad America Real Estate Trust take advatage of what it calls its very

More information

Audit of Assumptions for the March 2001 Budget. REPORT BY THE COMPTROLLER AND AUDITOR GENERAL HC 304 Session 2000 2001: 7 March 2001

Audit of Assumptions for the March 2001 Budget. REPORT BY THE COMPTROLLER AND AUDITOR GENERAL HC 304 Session 2000 2001: 7 March 2001 Audit of Assumptios for the March 2001 Budget REPORT BY THE COMPTROLLER AND AUDITOR GENERAL HC 304 Sessio 2000 2001: 7 March 2001 Audit of Assumptios for the March 2001 Budget REPORT BY THE COMPTROLLER

More information

AGC s SUPERVISORY TRAINING PROGRAM

AGC s SUPERVISORY TRAINING PROGRAM AGC s SUPERVISORY TRAINING PROGRAM Learig Today...Leadig Tomorrow The Kowledge ad Skills Every Costructio Supervisor Must Have to be Effective The Associated Geeral Cotractors of America s Supervisory

More information

Key words: environmental costs; financial and environmental decisions; Activity-based costing (ABC); environmental management system (EMS).

Key words: environmental costs; financial and environmental decisions; Activity-based costing (ABC); environmental management system (EMS). Evirometal Maagemet Accoutig (EMA): Reflectio of Evirometal Factors i the Accoutig Processes through the Idetificatio of the Evirometal Costs Attached to Products, Processes ad Services Cleopatra ªedroiu

More information

ODBC. Getting Started With Sage Timberline Office ODBC

ODBC. Getting Started With Sage Timberline Office ODBC ODBC Gettig Started With Sage Timberlie Office ODBC NOTICE This documet ad the Sage Timberlie Office software may be used oly i accordace with the accompayig Sage Timberlie Office Ed User Licese Agreemet.

More information

THE ACCURACY OF SIMPLE TRADING RULES IN STOCK MARKETS

THE ACCURACY OF SIMPLE TRADING RULES IN STOCK MARKETS THE ACCURACY OF SIMPLE TRADING RULES IN STOCK MARKETS Audrius Dzikevicius 1, Svetlaa Sarada 2, Aleksadra Kravciook 3 1 Vilius Gedimias Techical Uiversity, Lithuaia, audrius@piigusrautas.lt 2 Vilius Gedimias

More information

I apply to subscribe for a Stocks & Shares NISA for the tax year 2015/2016 and each subsequent year until further notice.

I apply to subscribe for a Stocks & Shares NISA for the tax year 2015/2016 and each subsequent year until further notice. IFSL Brooks Macdoald Fud Stocks & Shares NISA trasfer applicatio form IFSL Brooks Macdoald Fud Stocks & Shares NISA trasfer applicatio form Please complete usig BLOCK CAPITALS ad retur the completed form

More information

For customers Key features of the Guaranteed Pension Annuity

For customers Key features of the Guaranteed Pension Annuity For customers Key features of the Guarateed Pesio Auity The Fiacial Coduct Authority is a fiacial services regulator. It requires us, Aego, to give you this importat iformatio to help you to decide whether

More information

Chapter 7: Confidence Interval and Sample Size

Chapter 7: Confidence Interval and Sample Size Chapter 7: Cofidece Iterval ad Sample Size Learig Objectives Upo successful completio of Chapter 7, you will be able to: Fid the cofidece iterval for the mea, proportio, ad variace. Determie the miimum

More information

UK Grant-making Trusts and Foundations

UK Grant-making Trusts and Foundations SECTOR INSIGHT UK Grat-makig Trusts ad Foudatios 2015 Tom Trayor Dr Catherie Walker dsc directory of social chage Published by the Directory of Social Chage (Registered Charity o. 800517 i Eglad ad Wales)

More information

Example: Probability ($1 million in S&P 500 Index will decline by more than 20% within a

Example: Probability ($1 million in S&P 500 Index will decline by more than 20% within a Value at Risk For a give portfolio, Value-at-Risk (VAR) is defied as the umber VAR such that: Pr( Portfolio loses more tha VAR withi time period t)

More information

Assessment of the Board

Assessment of the Board Audit Committee Istitute Sposored by KPMG Assessmet of the Board Whe usig a facilitator, care eeds to be take if the idividual is i some way coflicted due to the closeess of their relatioship with the

More information

Pre-Suit Collection Strategies

Pre-Suit Collection Strategies Pre-Suit Collectio Strategies Writte by Charles PT Phoeix How to Decide Whether to Pursue Collectio Calculatig the Value of Collectio As with ay busiess litigatio, all factors associated with the process

More information

hedge fund indexing January 2010

hedge fund indexing January 2010 hedge fud idexig Jauary 2010 Emergig from oe of the most sigificat market dislocatios to date, hedge fuds as a whole successfully capitalized o opportuities i 2009, recoupig much of their 2008 losses ad

More information

ADAPTIVE NETWORKS SAFETY CONTROL ON FUZZY LOGIC

ADAPTIVE NETWORKS SAFETY CONTROL ON FUZZY LOGIC 8 th Iteratioal Coferece o DEVELOPMENT AND APPLICATION SYSTEMS S u c e a v a, R o m a i a, M a y 25 27, 2 6 ADAPTIVE NETWORKS SAFETY CONTROL ON FUZZY LOGIC Vadim MUKHIN 1, Elea PAVLENKO 2 Natioal Techical

More information

A Balanced Scorecard

A Balanced Scorecard A Balaced Scorecard with VISION A Visio Iteratioal White Paper Visio Iteratioal A/S Aarhusgade 88, DK-2100 Copehage, Demark Phoe +45 35430086 Fax +45 35434646 www.balaced-scorecard.com 1 1. Itroductio

More information

PROCEEDINGS OF THE YEREVAN STATE UNIVERSITY AN ALTERNATIVE MODEL FOR BONUS-MALUS SYSTEM

PROCEEDINGS OF THE YEREVAN STATE UNIVERSITY AN ALTERNATIVE MODEL FOR BONUS-MALUS SYSTEM PROCEEDINGS OF THE YEREVAN STATE UNIVERSITY Physical ad Mathematical Scieces 2015, 1, p. 15 19 M a t h e m a t i c s AN ALTERNATIVE MODEL FOR BONUS-MALUS SYSTEM A. G. GULYAN Chair of Actuarial Mathematics

More information

Making training work for your business

Making training work for your business Makig traiig work for your busiess Itegratig core skills of laguage, literacy ad umeracy ito geeral workplace traiig makes sese. The iformatio i this pamphlet will help you pla for ad build a successful

More information

Page 1. Real Options for Engineering Systems. What are we up to? Today s agenda. J1: Real Options for Engineering Systems. Richard de Neufville

Page 1. Real Options for Engineering Systems. What are we up to? Today s agenda. J1: Real Options for Engineering Systems. Richard de Neufville Real Optios for Egieerig Systems J: Real Optios for Egieerig Systems By (MIT) Stefa Scholtes (CU) Course website: http://msl.mit.edu/cmi/ardet_2002 Stefa Scholtes Judge Istitute of Maagemet, CU Slide What

More information

What is IT Governance?

What is IT Governance? 30 Caada What is IT Goverace? ad why is it importat for the IS auditor By Richard Brisebois, pricipal of IT Audit Services, Greg Boyd, Director ad Ziad Shadid, Auditor. from the Office of the Auditor Geeral

More information

Reasons to Conduct the Health Care Intangible Asset Valuation

Reasons to Conduct the Health Care Intangible Asset Valuation Health Care Foresic Aalysis Isights Reasos to Coduct the Health Care Itagible Asset Valuatio Robert F. Reilly, CPA Health care istitutios (particularly ot-for-profit etities) are ofte ivolved i regulatory,

More information

Anti-Money Laundering

Anti-Money Laundering Ati-Moey Lauderig Over the last year, moey-lauderig crimes siphoed a estimated $1.3 trillio out of the global ecoomy.* I light of this staggerig statistic, the resultig striget legislatio is uderstadable.

More information

CONTROL CHART BASED ON A MULTIPLICATIVE-BINOMIAL DISTRIBUTION

CONTROL CHART BASED ON A MULTIPLICATIVE-BINOMIAL DISTRIBUTION www.arpapress.com/volumes/vol8issue2/ijrras_8_2_04.pdf CONTROL CHART BASED ON A MULTIPLICATIVE-BINOMIAL DISTRIBUTION Elsayed A. E. Habib Departmet of Statistics ad Mathematics, Faculty of Commerce, Beha

More information

hp calculators HP 12C Statistics - average and standard deviation Average and standard deviation concepts HP12C average and standard deviation

hp calculators HP 12C Statistics - average and standard deviation Average and standard deviation concepts HP12C average and standard deviation HP 1C Statistics - average ad stadard deviatio Average ad stadard deviatio cocepts HP1C average ad stadard deviatio Practice calculatig averages ad stadard deviatios with oe or two variables HP 1C Statistics

More information

CCH CRM Books Online Software Fee Protection Consultancy Advice Lines CPD Books Online Software Fee Protection Consultancy Advice Lines CPD

CCH CRM Books Online Software Fee Protection Consultancy Advice Lines CPD Books Online Software Fee Protection Consultancy Advice Lines CPD Books Olie Software Fee Fee Protectio Cosultacy Advice Advice Lies Lies CPD CPD facig today s challeges As a accoutacy practice, maagig relatioships with our cliets has to be at the heart of everythig

More information

1 Computing the Standard Deviation of Sample Means

1 Computing the Standard Deviation of Sample Means Computig the Stadard Deviatio of Sample Meas Quality cotrol charts are based o sample meas ot o idividual values withi a sample. A sample is a group of items, which are cosidered all together for our aalysis.

More information

The following example will help us understand The Sampling Distribution of the Mean. C1 C2 C3 C4 C5 50 miles 84 miles 38 miles 120 miles 48 miles

The following example will help us understand The Sampling Distribution of the Mean. C1 C2 C3 C4 C5 50 miles 84 miles 38 miles 120 miles 48 miles The followig eample will help us uderstad The Samplig Distributio of the Mea Review: The populatio is the etire collectio of all idividuals or objects of iterest The sample is the portio of the populatio

More information

Lesson 15 ANOVA (analysis of variance)

Lesson 15 ANOVA (analysis of variance) Outlie Variability -betwee group variability -withi group variability -total variability -F-ratio Computatio -sums of squares (betwee/withi/total -degrees of freedom (betwee/withi/total -mea square (betwee/withi

More information

Statistical inference: example 1. Inferential Statistics

Statistical inference: example 1. Inferential Statistics Statistical iferece: example 1 Iferetial Statistics POPULATION SAMPLE A clothig store chai regularly buys from a supplier large quatities of a certai piece of clothig. Each item ca be classified either

More information