Services producer price indices for Technical testing and analysis

Size: px
Start display at page:

Download "Services producer price indices for Technical testing and analysis"

Transcription

1 Services producer price indices for Technical esing and analysis Indusry descripion for SNI group 74.3 SPPI repor no 26 Siv Grimsvik Laskaridis Pera Jansson Services producer price indices, Price Saisics Uni, Saisics Sweden November 2007

2 Foreword Privae services producion has made up a large share of Sweden's gross domesic produc (GDP) for a long ime, bu relevan price indices were no developed o any grea exen before he year This can in par be explained hisorically; commodiies have previously made up a dominan par of he economy. Economic saisics have also been focused on commodiies. Anoher reason is he fairly complicaed naure of measuring price rends in services. As par of he process o improve economic saisics, producer price indices for services, Services producer price indices (SPPIs), were developed a few years ago. SPPIs are developed for he mos common services in indusries where eiher he Swedish Naional Accouns or he EU require hem o be. This repor is one of a series of SPPI repors ha discuss he rend in services producer price indices in differen indusries. The aim of hese repors is boh o give a descripion of he saisics for exernal users and o provide a basis for producing new services producer price indices. I also gives a general descripion of how services producer price indices can be calculaed. Acknowledgemen Thanks o our daa providers - privae individuals, companies, auhoriies and organisaions - Saisics Sweden is able o provide reliable and up-o-dae saisics ha saisfy sociey's need for informaion. 2

3 Conens Foreword Summary Background Condiions for saisical work in he SPPI field Requiremen for price indices in he naional accouns Descripion of he indusry Furher developmen Sampling Price measuremen mehods Assumpions, weighs and index calculaions Non-response managemen and qualiy adjusmen Final commens...13 Saisics Sweden 3

4 1 Summary Services producer price index for Technical esing and analysis Technical esing and analysis is a heerogeneous indusry; i includes e.g. waer analysis, lif inspecion, ype-approval of vehicles and elecrical appliances. Pricing in he indusry varies depending on he company and he service. Prices can be se per conrac, per hour or by means of specificaion price measuremen. Specificaion price measuremen is when he price is obained from a price lis ha specifies each service he company performs. The sample has been limied o en companies, parly because of dispariies among he companies and parly in order o cover a large secion of he indusry. The idea is o visi each company in he sample in order o, in consulaion, devise a form and price measuremen mehod ha are cusomised for each company in urn. A oal index for 74.3 will be calculaed in which sub-indices for differen aciviies are weighed ogeher. 4

5 2 Background The Swedish service indusry's value added amouns o abou 62 percen of he business secor's oal value added. Calculaed as a share of GDP, he business secor's service producion consiues abou 50 percen. For mos of he 1990s, his share was jus under 40 percen of GDP and rose gradually owards he end of he cenury. As service producion's share of GDP has grown, he need for correc volume calculaions of service producion has also increased. To calculae rends in individual indusries, value added mus be purged from inflaion. Price rends for differen producs and services mus be measured and indices calculaed before he curren prices can be convered ino fixed prices. In order o cover mos of he groups of services in Sweden's naional accouns and o fulfil inernaional requiremens, new indices for he service indusries are coninuously developed. The services producer price index (SPPI) is a producer price index for services ha aims o measure price rends in indusries ha produce business services. There are currenly SPPIs for jus over 40 percen of he business secor's services producion. The majoriy of he SPPIs produced oday have been developed since SPPIs for rens (for business premises), hoel services and domesic air ravel began o be developed during he 1990s. A join Eurosa-OECD working group was esablished in 2002 in order o develop a common mehod for European services price indices and o provide pracical help o counries in he process of developing hem. A manual wih, among oher hings, pracical descripions of SPPI for differen indusries was developed. 1. The manual refers o he exising SPPI manual for index heory and pracice 2. SPPI developmen and producion work is currenly regulaed by Council Regulaion (EC) 3. 1 Mehodological guide for developing producer price indices for services. Websie:hp:// 2 Producer Price Index Manual: Theory and pracice. Websie:hp:// /98 concerning shor erm saisics. Saisics Sweden 5

6 . 2.1 Condiions for saisical work in he SPPI field SPPI is a producer price index ha aims o show he average price rend in he producer chain for services supplied by domesic producers. The index figure is for one quarer and he price daa is o be an average per quarer. The measuremen should refer o ransacion prices, i.e. he prices he purchaser acually pays afer discouns. When developing a services price index for a new indusry, specific indusry-relaed price measuremen problems mus be solved. For example, i is no always obvious how o define he service. Anoher problem is ha he services supplied are ofen ailor-made for a specific cusomer and are only supplied once. This makes i difficul o find comparable services o follow over ime. These problems are some of he hings discussed in his repor for he indusry in quesion: For which services are he prices o be measured? Wha does he indusry's price formaion look like? And in wha way can we include he prices in a way ha reflecs he price rend wihou placing oo much of a burden on daa providers? 2.2 Requiremen for price indices in he naional accouns As a resul of he Sabiliy Pac in Maasrich, he EU esablished crieria for he reporing principles for Member Sae naional accouns in fixed prices. For fixed price calculaions, i is recommended ha producion and inpu consumpion be deflaed separaely using approved, qualiy-adjused price indices. This means ha he indices are only o reflec changes ha can be assigned o price changes whils changes regarding quaniy, qualiy or composiion of he produc/service should no influence he indices. As long as hese recommendaions are followed, he 6

7 index will be considered an A-mehod for fixed price calculaion. All EU Member Saes have ranked heir mehods, under he supervision of Eurosa, as A, B or C mehods. As from 2006, no C- mehods may be used in Member Sae naional accouns unless dispensaion has been graned. For a more deailed descripion, please refer o he European Sysem of Naional Accouns, ENS 1995, Chaper 10. Saisics Sweden 7

8 3 Descripion of he indusry The daa in his chaper have been gahered from he Business Regiser (BR), he Srucural Business Saisics (SBS) a he Uni for Business Srucure (NA/NS) a Saisics Sweden and from visis o companies. According o Swedish Sandard for Indusry Classificaion (SNI 2002), his is classified under SNI 74, Oher business aciviies. Indusry SNI is responsible for abou wo percen of he oal urnover in SNI 74. SNI is divided ino six sub-groups. The classificaion of he sub-groups allies wih he classificaion in SPIN apar from SPIN A which in SNI is divided ino he groups "Oher echnical inspecions" and "Oher echnical esing and analysis". The urnover daa in Table 3 has been colleced from NA/NS where Oher echnical inspecion, esing and analysis and Type-approval and inspecion of moor vehicles make up he larges par. Taken ogeher, hese are responsible for 66 percen of oal urnover in he indusry. See Table 1 below. Table 1: Sub-groups in SPIN 74.3 Technical esing and analysis wih values (SEK millions). SPIN Descripion TURNOVER Sampling and analysis of composiion and degree of puriy Sampling and analysis of physical properies Tesing and analysis of inegraed mechanical and elecrical sysems Type-approval and inspecion of moor vehicles A Oher echnical inspecion, esing and analysis Toal Source: SBS, NA/NS Sandard for Swedish Produc Classificaion (SPIN 2002) is a sandard linking producs o aciviies (indusries) in SNI SPIN 2002 is he Swedish equivalen of he EU's Classificaion of Producs by Aciviy (CPA). 8

9 The able below is based on daa from he Saisics Sweden Business Regiser (BR) from Table 2: srucure by size caegory broken down by number of employees in SNI Technical esing and analysis Turnover in SEK millions Number of employe es Numbe r of compa nies % Number of employe es % Ne urnover Toal Source: Saisics Sweden Business Regiser 2005 A oal of 470 companies have specified Technical esing and analysis as heir indusry (consiuing more han 70 percen of heir aciviies). The majoriy, 385 of hem, have 0-4 employees. This group of 385 companies is responsible for 6 percen of ne urnover and 3 percen of he oal number of employees in he indusry. As many as 240 companies (73 percen) in he 0-4 employees group are sole proprieorships. Five companies wih more han 200 employees are responsible for he clearly dominan share of boh ne urnover (55 percen) and number of employees (66 percen). The companies in he indusry es everyhing from kichen appliances o shipping vessels and aircraf. They also work wih he ype-approval of pressure chambers, moor vehicles, nuclear power saions, ec. The companies in his indusry operae in widely differing areas wih enirely differen pricing mechanisms. In cerain cases, consulans are hired and he prices are se based on he price per consuling hour, in oher cases, he companies perform % Saisics Sweden 9

10 analyses of food or well-waer. I may also relae o he inspecion of car garages, nuclear power saions, lifs or moor vehicles. Wihin he indusry, here is considerable downward pressure on prices on he marke for public-secor cusomers. 10

11 4 Furher developmen I has come o ligh during he company visis ha i is difficul o find a common price measuremen mehod for all he companies. As a resul, all he companies ha are o paricipae in he survey will be visied during he spring, so ha we ogeher can design individual price measuremens mehods. The size of he sample will be kep o a minimum. Insead, considerable effor will be pu ino meeing he daa providers and, in consulaion wih hem, designing a suiable form. 4.1 Sampling A probabiliy sample of en companies from hose classified in SNI 74.3 in he Business Regiser has been drawn, aking size of urnover ino accoun. A cu-off poin of en employees has been used. Of he en companies in he sample, five have been drawn wih "cerainy", which means ha hey represen hemselves in he index calculaion whereas he oher five share he remaining weigh equally. The sample covers 62 percen of he oal urnover in he indusry. The able below shows how he sample is broken down. Table 3. Shows he sample for SNI Number of employees Number of companies Ne urnover SEK millions Percenage of he indusry's oal urnover Toal Price measuremen mehods The en companies included in he sample will be visied so ha we, in consulaion wih hem, can develop a suiable form and devise a suiable price measuremen mehod for each individual company. In he ideal scenario, he companies will hen repor acual ransacion prices for hree o five services wihin he public and privae cusomer caegories every quarer. Based on wha happens on he company visi, i will be a quesion of conrac price Saisics Sweden 11

12 measuremen, specificaion price measuremen and in some cases hourly price measuremen. 4.3 Assumpions, weighs and index calculaions A descripion of how SPPIs are calculaed follows below. This is also how indices for he indusry Technical esing and analysis will be calculaed. A geomeric mean value for he price change wihin he company will be calculaed for all companies. Indices for each company are calculaed according o: I m 0, a = i= 1 p p a, i 0 a, i 1/ m Where ime I 0,a = index wih base ime 0 for company a, a p, = price of service i, company a a ime a i 0 p a,i = price for service i, company a, a base ime m = number of services in company a The nex sep is o geomerically weigh he differen company indices ogeher o give a oal index for he indusry. The larges companies are weighed based on heir urnover and he smaller companies share he remaining weigh. he oal index for he indusry is given by: I 0, T = n ( I 0, a ) a= 1 wa 12

13 Where I 0,T = oal index wih base ime 0 for he indusry a ime I 0,a = index wih base ime 0 for company a, a ime w a = weigh for company a n = number of companies in he survey for he indusry 4.4 Non-response managemen and qualiy adjusmen In he even of non-response, impuing is carried ou using a suiable mehod. Should qualiy adjusmen be necessary, his is done in close consulaion wih he company. 5 Final commens In he indusry Technical esing and analysis, here are a number of differen aciviies, for which weighs are available from NA/NS. Unforunaely, he Business Regiser, from which he sample is drawn, is no divided up in he same way. I is herefore no possible o assume ha he sample drawn represens all aciviies. Neiher is i possible o presume ha he price rends in he various aciviies do no differ. During he firs year, which is a rial year for he survey, an evaluaion of he sample size and he index calculaion mehod will be performed. A feasible alernaive for index calculaion is o weigh he company services beween he public and privae secor and o ake he aciviy wihin which he company operaes ino consideraion. Saisics Sweden 13

Services producer price index for Industrial cleaning

Services producer price index for Industrial cleaning Services producer price index for Indusrial cleaning Indusry descripion for SNI group 74.7 SPPI repor no 18 Thomas Olsson Services producer price indices, Price Saisics Uni, Saisics Sweden 2007 Foreword

More information

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments

BALANCE OF PAYMENTS. First quarter 2008. Balance of payments BALANCE OF PAYMENTS DATE: 2008-05-30 PUBLISHER: Balance of Paymens and Financial Markes (BFM) Lena Finn + 46 8 506 944 09, lena.finn@scb.se Camilla Bergeling +46 8 506 942 06, camilla.bergeling@scb.se

More information

Morningstar Investor Return

Morningstar Investor Return Morningsar Invesor Reurn Morningsar Mehodology Paper Augus 31, 2010 2010 Morningsar, Inc. All righs reserved. The informaion in his documen is he propery of Morningsar, Inc. Reproducion or ranscripion

More information

Performance Center Overview. Performance Center Overview 1

Performance Center Overview. Performance Center Overview 1 Performance Cener Overview Performance Cener Overview 1 ODJFS Performance Cener ce Cener New Performance Cener Model Performance Cener Projec Meeings Performance Cener Execuive Meeings Performance Cener

More information

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation

A Note on Using the Svensson procedure to estimate the risk free rate in corporate valuation A Noe on Using he Svensson procedure o esimae he risk free rae in corporae valuaion By Sven Arnold, Alexander Lahmann and Bernhard Schwezler Ocober 2011 1. The risk free ineres rae in corporae valuaion

More information

Acceleration Lab Teacher s Guide

Acceleration Lab Teacher s Guide Acceleraion Lab Teacher s Guide Objecives:. Use graphs of disance vs. ime and velociy vs. ime o find acceleraion of a oy car.. Observe he relaionship beween he angle of an inclined plane and he acceleraion

More information

BALANCE OF PAYMENTS AND FINANCIAL MA REPORT 2015. All officiell statistik finns på: www.scb.se Statistikservice: tfn 08-506 948 01

BALANCE OF PAYMENTS AND FINANCIAL MA REPORT 2015. All officiell statistik finns på: www.scb.se Statistikservice: tfn 08-506 948 01 RKET BALANCE OF PAYMENTS AND FINANCIAL MA REPORT 2015 All officiell saisik finns på: www.scb.se Saisikservice: fn 08-506 948 01 All official saisics can be found a: www.scb.se Saisics service, phone +46

More information

4. International Parity Conditions

4. International Parity Conditions 4. Inernaional ariy ondiions 4.1 urchasing ower ariy he urchasing ower ariy ( heory is one of he early heories of exchange rae deerminaion. his heory is based on he concep ha he demand for a counry's currency

More information

Premium Income of Indian Life Insurance Industry

Premium Income of Indian Life Insurance Industry Premium Income of Indian Life Insurance Indusry A Toal Facor Produciviy Approach Ram Praap Sinha* Subsequen o he passage of he Insurance Regulaory and Developmen Auhoriy (IRDA) Ac, 1999, he life insurance

More information

SHB Gas Oil. Index Rules v1.3 Version as of 1 January 2013

SHB Gas Oil. Index Rules v1.3 Version as of 1 January 2013 SHB Gas Oil Index Rules v1.3 Version as of 1 January 2013 1. Index Descripions The SHB Gasoil index (he Index ) measures he reurn from changes in he price of fuures conracs, which are rolled on a regular

More information

Chapter 6: Business Valuation (Income Approach)

Chapter 6: Business Valuation (Income Approach) Chaper 6: Business Valuaion (Income Approach) Cash flow deerminaion is one of he mos criical elemens o a business valuaion. Everyhing may be secondary. If cash flow is high, hen he value is high; if he

More information

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR

MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR MACROECONOMIC FORECASTS AT THE MOF A LOOK INTO THE REAR VIEW MIRROR The firs experimenal publicaion, which summarised pas and expeced fuure developmen of basic economic indicaors, was published by he Minisry

More information

Vector Autoregressions (VARs): Operational Perspectives

Vector Autoregressions (VARs): Operational Perspectives Vecor Auoregressions (VARs): Operaional Perspecives Primary Source: Sock, James H., and Mark W. Wason, Vecor Auoregressions, Journal of Economic Perspecives, Vol. 15 No. 4 (Fall 2001), 101-115. Macroeconomericians

More information

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins)

cooking trajectory boiling water B (t) microwave 0 2 4 6 8 101214161820 time t (mins) Alligaor egg wih calculus We have a large alligaor egg jus ou of he fridge (1 ) which we need o hea o 9. Now here are wo accepable mehods for heaing alligaor eggs, one is o immerse hem in boiling waer

More information

Appendix D Flexibility Factor/Margin of Choice Desktop Research

Appendix D Flexibility Factor/Margin of Choice Desktop Research Appendix D Flexibiliy Facor/Margin of Choice Deskop Research Cheshire Eas Council Cheshire Eas Employmen Land Review Conens D1 Flexibiliy Facor/Margin of Choice Deskop Research 2 Final Ocober 2012 \\GLOBAL.ARUP.COM\EUROPE\MANCHESTER\JOBS\200000\223489-00\4

More information

NASDAQ-100 Futures Index SM Methodology

NASDAQ-100 Futures Index SM Methodology NASDAQ-100 Fuures Index SM Mehodology Index Descripion The NASDAQ-100 Fuures Index (The Fuures Index ) is designed o rack he performance of a hypoheical porfolio holding he CME NASDAQ-100 E-mini Index

More information

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES

INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES INTEREST RATE FUTURES AND THEIR OPTIONS: SOME PRICING APPROACHES OPENGAMMA QUANTITATIVE RESEARCH Absrac. Exchange-raded ineres rae fuures and heir opions are described. The fuure opions include hose paying

More information

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand

Market Liquidity and the Impacts of the Computerized Trading System: Evidence from the Stock Exchange of Thailand 36 Invesmen Managemen and Financial Innovaions, 4/4 Marke Liquidiy and he Impacs of he Compuerized Trading Sysem: Evidence from he Sock Exchange of Thailand Sorasar Sukcharoensin 1, Pariyada Srisopisawa,

More information

Markit Excess Return Credit Indices Guide for price based indices

Markit Excess Return Credit Indices Guide for price based indices Marki Excess Reurn Credi Indices Guide for price based indices Sepember 2011 Marki Excess Reurn Credi Indices Guide for price based indices Conens Inroducion...3 Index Calculaion Mehodology...4 Semi-annual

More information

THE LAW SOCIETY OF THE AUSTRALIAN CAPITAL TERRITORY

THE LAW SOCIETY OF THE AUSTRALIAN CAPITAL TERRITORY Complee he form in BLOCK LETTERS Provide deails on separae shees if required To Responden Address THE LAW SOCIETY OF THE AUSTRALIAN CAPITAL TERRITORY Personal Injury Claim ificaion pursuan o he Civil Law

More information

Aggregate Output. Aggregate Output. Topics. Aggregate Output. Aggregate Output. Aggregate Output

Aggregate Output. Aggregate Output. Topics. Aggregate Output. Aggregate Output. Aggregate Output Topics (Sandard Measure) GDP vs GPI discussion Macroeconomic Variables (Unemploymen and Inflaion Rae) (naional income and produc accouns, or NIPA) Gross Domesic Produc (GDP) The value of he final goods

More information

Individual Health Insurance April 30, 2008 Pages 167-170

Individual Health Insurance April 30, 2008 Pages 167-170 Individual Healh Insurance April 30, 2008 Pages 167-170 We have received feedback ha his secion of he e is confusing because some of he defined noaion is inconsisen wih comparable life insurance reserve

More information

CALCULATION OF OMX TALLINN

CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN CALCULATION OF OMX TALLINN 1. OMX Tallinn index...3 2. Terms in use...3 3. Comuaion rules of OMX Tallinn...3 3.1. Oening, real-ime and closing value of he Index...3 3.2. Index

More information

Chapter 8: Regression with Lagged Explanatory Variables

Chapter 8: Regression with Lagged Explanatory Variables Chaper 8: Regression wih Lagged Explanaory Variables Time series daa: Y for =1,..,T End goal: Regression model relaing a dependen variable o explanaory variables. Wih ime series new issues arise: 1. One

More information

INTRODUCTION TO EMAIL MARKETING PERSONALIZATION. How to increase your sales with personalized triggered emails

INTRODUCTION TO EMAIL MARKETING PERSONALIZATION. How to increase your sales with personalized triggered emails INTRODUCTION TO EMAIL MARKETING PERSONALIZATION How o increase your sales wih personalized riggered emails ECOMMERCE TRIGGERED EMAILS BEST PRACTICES Triggered emails are generaed in real ime based on each

More information

The Grantor Retained Annuity Trust (GRAT)

The Grantor Retained Annuity Trust (GRAT) WEALTH ADVISORY Esae Planning Sraegies for closely-held, family businesses The Granor Reained Annuiy Trus (GRAT) An efficien wealh ransfer sraegy, paricularly in a low ineres rae environmen Family business

More information

Ecodesign Requirements for Electric Motors Towards a System-Approach. Demonstrating the benefits of motor starters for fixed speed applications

Ecodesign Requirements for Electric Motors Towards a System-Approach. Demonstrating the benefits of motor starters for fixed speed applications Ecodesign Requiremens for Elecric Moors Towards a Sysem-Approach Demonsraing he benefis of moor sarers for fixed speed applicaions A message from he CAPIEL Presidens Philippe Sauer CAPIEL Presiden Karlheinz

More information

Return Calculation of U.S. Treasury Constant Maturity Indices

Return Calculation of U.S. Treasury Constant Maturity Indices Reurn Calculaion of US Treasur Consan Mauri Indices Morningsar Mehodolog Paper Sepeber 30 008 008 Morningsar Inc All righs reserved The inforaion in his docuen is he proper of Morningsar Inc Reproducion

More information

GUIDE GOVERNING SMI RISK CONTROL INDICES

GUIDE GOVERNING SMI RISK CONTROL INDICES GUIDE GOVERNING SMI RISK CONTROL IND ICES SIX Swiss Exchange Ld 04/2012 i C O N T E N T S 1. Index srucure... 1 1.1 Concep... 1 1.2 General principles... 1 1.3 Index Commission... 1 1.4 Review of index

More information

The Application of Multi Shifts and Break Windows in Employees Scheduling

The Application of Multi Shifts and Break Windows in Employees Scheduling The Applicaion of Muli Shifs and Brea Windows in Employees Scheduling Evy Herowai Indusrial Engineering Deparmen, Universiy of Surabaya, Indonesia Absrac. One mehod for increasing company s performance

More information

MSCI Index Calculation Methodology

MSCI Index Calculation Methodology Index Mehodology MSCI Index Calculaion Mehodology Index Calculaion Mehodology for he MSCI Equiy Indices Index Mehodology MSCI Index Calculaion Mehodology Conens Conens... 2 Inroducion... 5 MSCI Equiy Indices...

More information

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE

PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Profi Tes Modelling in Life Assurance Using Spreadshees PROFIT TEST MODELLING IN LIFE ASSURANCE USING SPREADSHEETS PART ONE Erik Alm Peer Millingon 2004 Profi Tes Modelling in Life Assurance Using Spreadshees

More information

Chapter 1.6 Financial Management

Chapter 1.6 Financial Management Chaper 1.6 Financial Managemen Par I: Objecive ype quesions and answers 1. Simple pay back period is equal o: a) Raio of Firs cos/ne yearly savings b) Raio of Annual gross cash flow/capial cos n c) = (1

More information

DEMAND FORECASTING MODELS

DEMAND FORECASTING MODELS DEMAND FORECASTING MODELS Conens E-2. ELECTRIC BILLED SALES AND CUSTOMER COUNTS Sysem-level Model Couny-level Model Easside King Couny-level Model E-6. ELECTRIC PEAK HOUR LOAD FORECASTING Sysem-level Forecas

More information

Forecasting, Ordering and Stock- Holding for Erratic Demand

Forecasting, Ordering and Stock- Holding for Erratic Demand ISF 2002 23 rd o 26 h June 2002 Forecasing, Ordering and Sock- Holding for Erraic Demand Andrew Eaves Lancaser Universiy / Andalus Soluions Limied Inroducion Erraic and slow-moving demand Demand classificaion

More information

WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS

WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS WATER MIST FIRE PROTECTION RELIABILITY ANALYSIS Shuzhen Xu Research Risk and Reliabiliy Area FM Global Norwood, Massachuses 262, USA David Fuller Engineering Sandards FM Global Norwood, Massachuses 262,

More information

Description of the CBOE S&P 500 BuyWrite Index (BXM SM )

Description of the CBOE S&P 500 BuyWrite Index (BXM SM ) Descripion of he CBOE S&P 500 BuyWrie Index (BXM SM ) Inroducion. The CBOE S&P 500 BuyWrie Index (BXM) is a benchmark index designed o rack he performance of a hypoheical buy-wrie sraegy on he S&P 500

More information

Full-wave rectification, bulk capacitor calculations Chris Basso January 2009

Full-wave rectification, bulk capacitor calculations Chris Basso January 2009 ull-wave recificaion, bulk capacior calculaions Chris Basso January 9 This shor paper shows how o calculae he bulk capacior value based on ripple specificaions and evaluae he rms curren ha crosses i. oal

More information

Chapter 7. Response of First-Order RL and RC Circuits

Chapter 7. Response of First-Order RL and RC Circuits Chaper 7. esponse of Firs-Order L and C Circuis 7.1. The Naural esponse of an L Circui 7.2. The Naural esponse of an C Circui 7.3. The ep esponse of L and C Circuis 7.4. A General oluion for ep and Naural

More information

Diagnostic Examination

Diagnostic Examination Diagnosic Examinaion TOPIC XV: ENGINEERING ECONOMICS TIME LIMIT: 45 MINUTES 1. Approximaely how many years will i ake o double an invesmen a a 6% effecive annual rae? (A) 10 yr (B) 12 yr (C) 15 yr (D)

More information

Hedging with Forwards and Futures

Hedging with Forwards and Futures Hedging wih orwards and uures Hedging in mos cases is sraighforward. You plan o buy 10,000 barrels of oil in six monhs and you wish o eliminae he price risk. If you ake he buy-side of a forward/fuures

More information

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of

The Real Business Cycle paradigm. The RBC model emphasizes supply (technology) disturbances as the main source of Prof. Harris Dellas Advanced Macroeconomics Winer 2001/01 The Real Business Cycle paradigm The RBC model emphasizes supply (echnology) disurbances as he main source of macroeconomic flucuaions in a world

More information

Chapter 8 Student Lecture Notes 8-1

Chapter 8 Student Lecture Notes 8-1 Chaper Suden Lecure Noes - Chaper Goals QM: Business Saisics Chaper Analyzing and Forecasing -Series Daa Afer compleing his chaper, you should be able o: Idenify he componens presen in a ime series Develop

More information

A Conceptual Framework for Commercial Property Price Indexes

A Conceptual Framework for Commercial Property Price Indexes Gran-in-Aid for Scienific Research(S) Real Esae Markes, Financial Crisis, and Economic Growh : An Inegraed Economic Approach Working Paper Series No.4 A Concepual Framework for Commercial Propery Price

More information

Chapter 4: Exponential and Logarithmic Functions

Chapter 4: Exponential and Logarithmic Functions Chaper 4: Eponenial and Logarihmic Funcions Secion 4.1 Eponenial Funcions... 15 Secion 4. Graphs of Eponenial Funcions... 3 Secion 4.3 Logarihmic Funcions... 4 Secion 4.4 Logarihmic Properies... 53 Secion

More information

Usefulness of the Forward Curve in Forecasting Oil Prices

Usefulness of the Forward Curve in Forecasting Oil Prices Usefulness of he Forward Curve in Forecasing Oil Prices Akira Yanagisawa Leader Energy Demand, Supply and Forecas Analysis Group The Energy Daa and Modelling Cener Summary When people analyse oil prices,

More information

How To Calculate Price Elasiciy Per Capia Per Capi

How To Calculate Price Elasiciy Per Capia Per Capi Price elasiciy of demand for crude oil: esimaes for 23 counries John C.B. Cooper Absrac This paper uses a muliple regression model derived from an adapaion of Nerlove s parial adjusmen model o esimae boh

More information

Chapter Four: Methodology

Chapter Four: Methodology Chaper Four: Mehodology 1 Assessmen of isk Managemen Sraegy Comparing Is Cos of isks 1.1 Inroducion If we wan o choose a appropriae risk managemen sraegy, no only we should idenify he influence ha risks

More information

Information technology and economic growth in Canada and the U.S.

Information technology and economic growth in Canada and the U.S. Canada U.S. Economic Growh Informaion echnology and economic growh in Canada and he U.S. Informaion and communicaion echnology was he larges conribuor o growh wihin capial services for boh Canada and he

More information

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas

The Greek financial crisis: growing imbalances and sovereign spreads. Heather D. Gibson, Stephan G. Hall and George S. Tavlas The Greek financial crisis: growing imbalances and sovereign spreads Heaher D. Gibson, Sephan G. Hall and George S. Tavlas The enry The enry of Greece ino he Eurozone in 2001 produced a dividend in he

More information

OPERATION MANUAL. Indoor unit for air to water heat pump system and options EKHBRD011ABV1 EKHBRD014ABV1 EKHBRD016ABV1

OPERATION MANUAL. Indoor unit for air to water heat pump system and options EKHBRD011ABV1 EKHBRD014ABV1 EKHBRD016ABV1 OPERAION MANUAL Indoor uni for air o waer hea pump sysem and opions EKHBRD011ABV1 EKHBRD014ABV1 EKHBRD016ABV1 EKHBRD011ABY1 EKHBRD014ABY1 EKHBRD016ABY1 EKHBRD011ACV1 EKHBRD014ACV1 EKHBRD016ACV1 EKHBRD011ACY1

More information

Appendix A: Area. 1 Find the radius of a circle that has circumference 12 inches.

Appendix A: Area. 1 Find the radius of a circle that has circumference 12 inches. Appendi A: Area worked-ou s o Odd-Numbered Eercises Do no read hese worked-ou s before aemping o do he eercises ourself. Oherwise ou ma mimic he echniques shown here wihou undersanding he ideas. Bes wa

More information

Cointegration: The Engle and Granger approach

Cointegration: The Engle and Granger approach Coinegraion: The Engle and Granger approach Inroducion Generally one would find mos of he economic variables o be non-saionary I(1) variables. Hence, any equilibrium heories ha involve hese variables require

More information

Methodology brief Introducing the J.P. Morgan Emerging Markets Bond Index Global (EMBI Global)

Methodology brief Introducing the J.P. Morgan Emerging Markets Bond Index Global (EMBI Global) Mehodology brief Emerging Markes Bond Index The EMBI Global, which currenly includes 27 counries, has been creaed in response o invesor demand for a broader emerging markes deb benchmark The EMBI Global

More information

ESTIMATE OF POTENTIAL GROSS DOMESTIC PRODUCT USING THE PRODUCTION FUNCTION METHOD

ESTIMATE OF POTENTIAL GROSS DOMESTIC PRODUCT USING THE PRODUCTION FUNCTION METHOD Economeric Modelling Deparmen Igea Vrbanc June 2006 ESTIMATE OF POTENTIAL GROSS DOMESTIC PRODUCT USING THE PRODUCTION FUNCTION METHOD CONTENTS SUMMARY 1. INTRODUCTION 2. ESTIMATE OF THE PRODUCTION FUNCTION

More information

Chapter 2 Kinematics in One Dimension

Chapter 2 Kinematics in One Dimension Chaper Kinemaics in One Dimension Chaper DESCRIBING MOTION:KINEMATICS IN ONE DIMENSION PREVIEW Kinemaics is he sudy of how hings moe how far (disance and displacemen), how fas (speed and elociy), and how

More information

Impact of scripless trading on business practices of Sub-brokers.

Impact of scripless trading on business practices of Sub-brokers. Impac of scripless rading on business pracices of Sub-brokers. For furher deails, please conac: Mr. T. Koshy Vice Presiden Naional Securiies Deposiory Ld. Tradeworld, 5 h Floor, Kamala Mills Compound,

More information

AP Calculus BC 2010 Scoring Guidelines

AP Calculus BC 2010 Scoring Guidelines AP Calculus BC Scoring Guidelines The College Board The College Board is a no-for-profi membership associaion whose mission is o connec sudens o college success and opporuniy. Founded in, he College Board

More information

Double Entry System of Accounting

Double Entry System of Accounting CHAPTER 2 Double Enry Sysem of Accouning Sysem of Accouning \ The following are he main sysem of accouning for recording he business ransacions: (a) Cash Sysem of Accouning. (b) Mercanile or Accrual Sysem

More information

Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry

Measuring the Effects of Exchange Rate Changes on Investment. in Australian Manufacturing Industry Measuring he Effecs of Exchange Rae Changes on Invesmen in Ausralian Manufacuring Indusry Robyn Swif Economics and Business Saisics Deparmen of Accouning, Finance and Economics Griffih Universiy Nahan

More information

Why Did the Demand for Cash Decrease Recently in Korea?

Why Did the Demand for Cash Decrease Recently in Korea? Why Did he Demand for Cash Decrease Recenly in Korea? Byoung Hark Yoo Bank of Korea 26. 5 Absrac We explores why cash demand have decreased recenly in Korea. The raio of cash o consumpion fell o 4.7% in

More information

PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II

PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II Lihuanian Mahemaical Journal, Vol. 51, No. 2, April, 2011, pp. 180 193 PRACTICES AND ISSUES IN OPERATIONAL RISK MODELING UNDER BASEL II Paul Embrechs and Marius Hofer 1 RiskLab, Deparmen of Mahemaics,

More information

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith**

Relationships between Stock Prices and Accounting Information: A Review of the Residual Income and Ohlson Models. Scott Pirie* and Malcolm Smith** Relaionships beween Sock Prices and Accouning Informaion: A Review of he Residual Income and Ohlson Models Sco Pirie* and Malcolm Smih** * Inernaional Graduae School of Managemen, Universiy of Souh Ausralia

More information

CLASSIFICATION OF REINSURANCE IN LIFE INSURANCE

CLASSIFICATION OF REINSURANCE IN LIFE INSURANCE CLASSIFICATION OF REINSURANCE IN LIFE INSURANCE Kaarína Sakálová 1. Classificaions of reinsurance There are many differen ways in which reinsurance may be classified or disinguished. We will discuss briefly

More information

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur

Module 4. Single-phase AC circuits. Version 2 EE IIT, Kharagpur Module 4 Single-phase A circuis ersion EE T, Kharagpur esson 5 Soluion of urren in A Series and Parallel ircuis ersion EE T, Kharagpur n he las lesson, wo poins were described:. How o solve for he impedance,

More information

Predicting Stock Market Index Trading Signals Using Neural Networks

Predicting Stock Market Index Trading Signals Using Neural Networks Predicing Sock Marke Index Trading Using Neural Neworks C. D. Tilakarane, S. A. Morris, M. A. Mammadov, C. P. Hurs Cenre for Informaics and Applied Opimizaion School of Informaion Technology and Mahemaical

More information

Permutations and Combinations

Permutations and Combinations Permuaions and Combinaions Combinaorics Copyrigh Sandards 006, Tes - ANSWERS Barry Mabillard. 0 www.mah0s.com 1. Deermine he middle erm in he expansion of ( a b) To ge he k-value for he middle erm, divide

More information

µ r of the ferrite amounts to 1000...4000. It should be noted that the magnetic length of the + δ

µ r of the ferrite amounts to 1000...4000. It should be noted that the magnetic length of the + δ Page 9 Design of Inducors and High Frequency Transformers Inducors sore energy, ransformers ransfer energy. This is he prime difference. The magneic cores are significanly differen for inducors and high

More information

New Estimates of Government Net Capital Stocks for 22 OECD Countries 1960 2001

New Estimates of Government Net Capital Stocks for 22 OECD Countries 1960 2001 WP//7 New Esimaes of Governmen Ne Capial Socks for OECD Counries 9 Chrisophe Kamps Inernaional Moneary Fund WP//7 IMF Working Paper Fiscal Affairs Deparmen New Esimaes of Governmen Ne Capial Socks for

More information

Cable & Wireless Jamaica s Price Cap Plan

Cable & Wireless Jamaica s Price Cap Plan Office of Uiliies Regulaion Cable & Wireless Jamaica s Price Cap Plan Deerminaion Noice 2001 Augus 1 Absrac Cable and Wireless Jamaica (C&WJ) has radiionally been regulaed under a rae of reurn regime.

More information

Total factor productivity growth in the Canadian life insurance industry: 1979-1989

Total factor productivity growth in the Canadian life insurance industry: 1979-1989 Toal facor produciviy growh in he Canadian life insurance indusry: 1979-1989 J E F F R E Y I. B E R N S T E I N Carleon Universiy and Naional Bureau of Economic Research 1. Inroducion Produciviy growh

More information

Efficiency of the Mutual Fund Industry: an Examination of U.S. Domestic Equity Funds: 1995-2004

Efficiency of the Mutual Fund Industry: an Examination of U.S. Domestic Equity Funds: 1995-2004 Geysburg Economic Review Volume 1 Aricle 4 2006 Efficiency of he Muual Fund Indusry: an Examinaion of U.S. Domesic Equiy Funds: 1995-2004 Chase J. Sewar Geysburg College Class of 2006 Follow his and addiional

More information

Modeling a distribution of mortgage credit losses Petr Gapko 1, Martin Šmíd 2

Modeling a distribution of mortgage credit losses Petr Gapko 1, Martin Šmíd 2 Modeling a disribuion of morgage credi losses Per Gapko 1, Marin Šmíd 2 1 Inroducion Absrac. One of he bigges risks arising from financial operaions is he risk of counerpary defaul, commonly known as a

More information

Switching Regulator IC series Capacitor Calculation for Buck converter IC

Switching Regulator IC series Capacitor Calculation for Buck converter IC Swiching Regulaor IC series Capacior Calculaion for Buck converer IC No.14027ECY02 This applicaion noe explains he calculaion of exernal capacior value for buck converer IC circui. Buck converer IIN IDD

More information

Capacitors and inductors

Capacitors and inductors Capaciors and inducors We coninue wih our analysis of linear circuis by inroducing wo new passive and linear elemens: he capacior and he inducor. All he mehods developed so far for he analysis of linear

More information

Segmentation, Probability of Default and Basel II Capital Measures. for Credit Card Portfolios

Segmentation, Probability of Default and Basel II Capital Measures. for Credit Card Portfolios Segmenaion, Probabiliy of Defaul and Basel II Capial Measures for Credi Card Porfolios Draf: Aug 3, 2007 *Work compleed while a Federal Reserve Bank of Philadelphia Dennis Ash Federal Reserve Bank of Philadelphia

More information

Making Use of Gate Charge Information in MOSFET and IGBT Data Sheets

Making Use of Gate Charge Information in MOSFET and IGBT Data Sheets Making Use of ae Charge Informaion in MOSFET and IBT Daa Shees Ralph McArhur Senior Applicaions Engineer Advanced Power Technology 405 S.W. Columbia Sree Bend, Oregon 97702 Power MOSFETs and IBTs have

More information

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES

USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES USE OF EDUCATION TECHNOLOGY IN ENGLISH CLASSES Mehme Nuri GÖMLEKSİZ Absrac Using educaion echnology in classes helps eachers realize a beer and more effecive learning. In his sudy 150 English eachers were

More information

Department for Transport. Transport, Wider Economic Benefits, and Impacts on GDP

Department for Transport. Transport, Wider Economic Benefits, and Impacts on GDP Deparmen for Transpor Transpor, Wider Economic Benefis, and Impacs on GDP Discussion Paper July 2005 Transpor, Wider Economic Benefis and Impacs on GDP Execuive Summary: 3 Chaper 1: Inroducion 11 Chaper

More information

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements

11/6/2013. Chapter 14: Dynamic AD-AS. Introduction. Introduction. Keeping track of time. The model s elements Inroducion Chaper 14: Dynamic D-S dynamic model of aggregae and aggregae supply gives us more insigh ino how he economy works in he shor run. I is a simplified version of a DSGE model, used in cuing-edge

More information

RC (Resistor-Capacitor) Circuits. AP Physics C

RC (Resistor-Capacitor) Circuits. AP Physics C (Resisor-Capacior Circuis AP Physics C Circui Iniial Condiions An circui is one where you have a capacior and resisor in he same circui. Suppose we have he following circui: Iniially, he capacior is UNCHARGED

More information

Statistical Analysis with Little s Law. Supplementary Material: More on the Call Center Data. by Song-Hee Kim and Ward Whitt

Statistical Analysis with Little s Law. Supplementary Material: More on the Call Center Data. by Song-Hee Kim and Ward Whitt Saisical Analysis wih Lile s Law Supplemenary Maerial: More on he Call Cener Daa by Song-Hee Kim and Ward Whi Deparmen of Indusrial Engineering and Operaions Research Columbia Universiy, New York, NY 17-99

More information

Understanding China s High Investment Rate and FDI Levels: A Comparative Analysis of the Return to Capital in China, the United States, and Japan

Understanding China s High Investment Rate and FDI Levels: A Comparative Analysis of the Return to Capital in China, the United States, and Japan Undersanding China s High Invesmen Rae and FDI Levels: A Comparaive Analysis of he Reurn o Capial in China, he Unied Saes, and Japan Wenkai Sun, Renmin Universiy of China Xiuke Yang, Peking Universiy Geng

More information

SEB Commodity Sector Index Series. Index Rules January 2014

SEB Commodity Sector Index Series. Index Rules January 2014 EB Commodiy ecor ndex eries ndex Rules January 2014 PART A 1. nroducion 1.1 ndex Descripion The EB Commodiy ecor ndex eries (The ndices ) is a family of benchmark indices ha covers all he major commodiy

More information

Idealistic characteristics of Islamic Azad University masters - Islamshahr Branch from Students Perspective

Idealistic characteristics of Islamic Azad University masters - Islamshahr Branch from Students Perspective Available online a www.pelagiaresearchlibrary.com European Journal Experimenal Biology, 202, 2 (5):88789 ISSN: 2248 925 CODEN (USA): EJEBAU Idealisic characerisics Islamic Azad Universiy masers Islamshahr

More information

Building Option Price Index

Building Option Price Index Building Opion Price Index Chris S. Xie Polyechnic Insiue New York Universiy (NYU), New York chris.xie@oprenergy.com Phone: 905-93-0577 Augus 8, 2008 Absrac In his paper, I use real daa in building call

More information

Improving timeliness of industrial short-term statistics using time series analysis

Improving timeliness of industrial short-term statistics using time series analysis Improving imeliness of indusrial shor-erm saisics using ime series analysis Discussion paper 04005 Frank Aelen The views expressed in his paper are hose of he auhors and do no necessarily reflec he policies

More information

Table of contents Chapter 1 Interest rates and factors Chapter 2 Level annuities Chapter 3 Varying annuities

Table of contents Chapter 1 Interest rates and factors Chapter 2 Level annuities Chapter 3 Varying annuities Table of conens Chaper 1 Ineres raes and facors 1 1.1 Ineres 2 1.2 Simple ineres 4 1.3 Compound ineres 6 1.4 Accumulaed value 10 1.5 Presen value 11 1.6 Rae of discoun 13 1.7 Consan force of ineres 17

More information

Working paper No.3 Cyclically adjusting the public finances

Working paper No.3 Cyclically adjusting the public finances Working paper No.3 Cyclically adjusing he public finances Thora Helgadoir, Graeme Chamberlin, Pavandeep Dhami, Sephen Farringon and Joe Robins June 2012 Crown copyrigh 2012 You may re-use his informaion

More information

Title Manager System

Title Manager System Tile Manager Sysem Produc User Manual Sison Ld. 47 Wellingon Square, Hasings, TN34 1PN info@sison.com www.sison.com Table of Conens Inroducion... 3 Books... 4 Creaing a new ile record... 5 Tile... 5 Conribuor...

More information

Contrarian insider trading and earnings management around seasoned equity offerings; SEOs

Contrarian insider trading and earnings management around seasoned equity offerings; SEOs Journal of Finance and Accounancy Conrarian insider rading and earnings managemen around seasoned equiy offerings; SEOs ABSTRACT Lorea Baryeh Towson Universiy This sudy aemps o resolve he differences in

More information

Market Analysis and Models of Investment. Product Development and Whole Life Cycle Costing

Market Analysis and Models of Investment. Product Development and Whole Life Cycle Costing The Universiy of Liverpool School of Archiecure and Building Engineering WINDS PROJECT COURSE SYNTHESIS SECTION 3 UNIT 11 Marke Analysis and Models of Invesmen. Produc Developmen and Whole Life Cycle Cosing

More information

Package SJP. Parameter Symbol Conditions Rating Unit Remarks Transient Peak Reverse Voltage V RSM 30 V Repetitive Peak Reverse Voltage, V RM 30 V

Package SJP. Parameter Symbol Conditions Rating Unit Remarks Transient Peak Reverse Voltage V RSM 30 V Repetitive Peak Reverse Voltage, V RM 30 V V RM = 30 V, I F(AV) = A Schoky Diode Daa Shee Descripion is a Schoky diode ha is low forward volage drop, and achieves high efficiency recificaion circui. Package SJP (2) Feaures Low Sauraion Volage High

More information

The Interest Rate Risk of Mortgage Loan Portfolio of Banks

The Interest Rate Risk of Mortgage Loan Portfolio of Banks The Ineres Rae Risk of Morgage Loan Porfolio of Banks A Case Sudy of he Hong Kong Marke Jim Wong Hong Kong Moneary Auhoriy Paper presened a he Exper Forum on Advanced Techniques on Sress Tesing: Applicaions

More information

MTH6121 Introduction to Mathematical Finance Lesson 5

MTH6121 Introduction to Mathematical Finance Lesson 5 26 MTH6121 Inroducion o Mahemaical Finance Lesson 5 Conens 2.3 Brownian moion wih drif........................... 27 2.4 Geomeric Brownian moion........................... 28 2.5 Convergence of random

More information

Mechanical Fasteners Tensile and Shear Stress Areas

Mechanical Fasteners Tensile and Shear Stress Areas Mechanical Faseners Tensile and Shear Sress reas Lecure 28 Engineering 473 Machine Design Threaded Faseners Bol Threaded fasener designed o pass hrough holes in maing members and o be secured by ighening

More information

Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya.

Principal components of stock market dynamics. Methodology and applications in brief (to be updated ) Andrei Bouzaev, bouzaev@ya. Principal componens of sock marke dynamics Mehodology and applicaions in brief o be updaed Andrei Bouzaev, bouzaev@ya.ru Why principal componens are needed Objecives undersand he evidence of more han one

More information

4 Convolution. Recommended Problems. x2[n] 1 2[n]

4 Convolution. Recommended Problems. x2[n] 1 2[n] 4 Convoluion Recommended Problems P4.1 This problem is a simple example of he use of superposiion. Suppose ha a discree-ime linear sysem has oupus y[n] for he given inpus x[n] as shown in Figure P4.1-1.

More information

Newton s Laws of Motion

Newton s Laws of Motion Newon s Laws of Moion MS4414 Theoreical Mechanics Firs Law velociy. In he absence of exernal forces, a body moves in a sraigh line wih consan F = 0 = v = cons. Khan Academy Newon I. Second Law body. The

More information

Imagine a Source (S) of sound waves that emits waves having frequency f and therefore

Imagine a Source (S) of sound waves that emits waves having frequency f and therefore heoreical Noes: he oppler Eec wih ound Imagine a ource () o sound waes ha emis waes haing requency and hereore period as measured in he res rame o he ource (). his means ha any eecor () ha is no moing

More information