Relative Efficiency and Performance in the Integrated Oil and Gas Industry
|
|
|
- Alexis Berniece Miller
- 9 years ago
- Views:
Transcription
1 Relative Efficiency and Performance in the Integrated Oil and Gas Industry Roberto Pougy Ferreira da Cunha Edmar Luiz Fagundes de Almeida, PhD Mariana Iooty de Paiva Dias, PhD Energy Economics Group, Institute of Economics, Federal University of Rio de Janeiro Avenida Pasteur 250, Sala 123 Urca, Rio de Janeiro, RJ Brazil Phone: , Fax: , [email protected]
2 Introduction The integrated oil and industry International oil & gas industry constitute a peculiar study case for Industrial Organization Five main reasons: Oil is the most widely consumed energy source in the world (about 40% of the total) Entire industrial sectors depend fundamentally on this resource Economies of many countries influenced by its price dynamics and physical availability Trading values of other sources of energy directly correlated to the price of oil Oil represents a political factor of primary importance in international relations Source: Clô (2000)
3 Introduction The integrated oil and industry General basic economic conditions affecting oil supply Ultra-high capital intensity and risk environment High scale and scope economies Vertically integrated companies Increasing plant specificities Industry can be divided into NOCs and IOCs NOCs of several types, generally with legal protections over national oil reserves IOCs said to detain best technologies, being the ones capable of exploring complex projects Integrated IOCs can be divided into majors and super majors Formerly referred to as seven sisters Currently the super majors are BP, Chevron, ConocoPhillips, ExxonMobil, RD Shell and Total
4 Introduction The integrated oil and industry Source: BP Statistical Review 2008
5 Motivations The period Rapidly increasing prices, culminating in a huge drop during the 2008 financial markets crisis Large profits margins registered for the period In this historical context: Do super majors display similar productivity levels in average? Are the ones with higher productivity levels attaining highest performance indicators? How do oil companies respond to raising oil prices efficiency-wise? Did their productivity vary due to high oil prices? Constantly increasing prices would have eased pressures for productive efficiency? Hypothesis: efficiency, in terms of productivity, is a weak determinant of overall performance
6 Proposed Plan of Action In order to test our hypothesis we will 1. Model production spaces for the upstream and downstream segments 2. Gather data on inputs and outputs quantities for the period 3. Gather data and apply Data Envelopment Analysis for efficiency assessment 4. Use Malmquist Indexes to assess changes in productivities 5. Analyze the correlation between relative efficiency and performance Sources: Ramos-Real et al (2008), Hawdon (2003)
7 Presentation Summary 1.Introduction The integrated oil and gas industry 2.Data and model choice 3.Results 4.Conclusions
8 Exploration DEA Data and Model Choice Exploration segment model Input: Year's number of completed exploratory drillings Outputs: Year's number of completed productive exploratory wells Increase in proved reserves due to extensions and discoveries (MMbbls) Output oriented Variable returns to scale (VRS) Firm BP 10,65 2,91 3,31 10,59 35,61 Chevron 0,65 1,73 2,56 2,05 3,37 ConocoPhillips 2,79 2,57 2,40 2,07 1,54 ExxonMobil 5,09 5,64 5,11 4,69 9,56 RD Shell 1,31 2,14 7,04 2,82 7,76 Total 3,91 5,57 2,86 19,84 29,53 Millions of barrels added to reserves per drilled well Firm BP 0,70 0,60 0,68 0,63 0,69 Chevron 0,76 0,71 0,74 0,70 0,68 ConocoPhillips 0,81 0,66 0,73 0,69 0,72 ExxonMobil 0,54 0,64 0,65 0,58 0,58 RD Shell 0,79 0,79 0,69 0,62 0,65 Total 0,58 0,58 0,56 0,64 0,65 Success rate in well drilling activities
9 Production DEA Data and Model Choice Production segment model Inputs: Proved reserves at previous year-end (MMbbls) Year's total net productive oil wells Outputs: Year's total oil production (MMbbls) Output oriented Variable returns to scale (VRS) Firm BP 0,09 0,09 0,09 0,09 0,08 Chevron 0,08 0,08 0,08 0,07 0,08 ConocoPhillips 0,08 0,08 0,08 0,07 0,07 ExxonMobil 0,10 0,11 0,09 0,08 0,08 RD Shell 0,16 0,15 0,15 0,14 0,13 Total 0,09 0,08 0,08 0,08 0,08 % of Previous Year-end Proved Reserves Produced Firm BP 64,16 65,94 60,44 59,29 54,21 Chevron 14,53 14,58 13,47 16,12 15,94 ConocoPhillips 66,14 66,65 70,70 58,99 43,85 ExxonMobil 47,58 48,48 44,54 41,14 38,02 RD Shell 60,99 64,44 65,97 72,95 78,35 Total 437,3 417,5 439,5 492,9 474,5 Thousands of Barrels Produced per Well
10 Refining DEA Data and Model Choice Refining segment model Inputs: Refining Capacity (Mb/d) Refining Throughputs (Mb/d) Outputs: Refined Product Sales Volume (Mb/d) Output oriented Variable returns to scale (VRS) Firm BP 1,37 1,37 1,39 1,23 1,16 Chevron 1,65 1,63 1,70 1,75 1,73 ConocoPhillips 1,25 1,23 1,27 1,23 1,21 ExxonMobil 1,13 1,13 1,17 1,17 1,15 RD Shell 0,98 0,99 1,03 1,01 0,99 Total 0,90 0,89 0,87 0,91 0,90 Refined Products Sales / Refining Capacity Firm BP 1,79 1,76 1,64 1,34 1,28 Chevron 1,90 1,82 1,98 1,98 1,88 ConocoPhillips 1,31 1,34 1,39 1,29 1,26 ExxonMobil 1,27 1,29 1,31 1,31 1,32 RD Shell 1,10 1,11 1,11 1,09 1,08 Total 1,01 0,98 0,98 0,98 0,98 Refined Product Sales / Refinery Throughput
11 Performance Indicators Return over Assets (RoA), Equal to year s net income over year s total assets Measures the ratio of a company s profit by its ability to create them Ideal to compare company s within the same industry Profit Margin (PM), Equal to year s net income over year s total revenue Measures the relative capacity of minimizing total costs Return over Equity (RoE), Equal to year s net income over year s total equity Normalizes year s profits by a measure of a company s value
12 Financial DEA Data and Model Choice Financial performance model Inputs: Total assets (US$) Total revenue (US$) Outputs: Net income (US$) Output oriented Variable returns to scale (VRS) Firm BP 0,09 0,10 0,11 0,09 0,07 Chevron 0,13 0,13 0,11 0,14 0,09 ConocoPhillips 0,07 0,09 0,13 0,09 0,06 ExxonMobil 0,17 0,18 0,17 0,19 0,15 RD Shell 0,12 0,11 0,12 0,10 0,07 Total 0,12 0,12 0,12 0,11 0,09 Return over Assets Firm BP 0,07 0,08 0,09 0,07 0,06 Chevron 0,08 0,08 0,07 0,09 0,06 ConocoPhillips 0,06 0,08 0,07 0,06 0,05 ExxonMobil 0,10 0,10 0,10 0,12 0,10 RD Shell 0,09 0,08 0,09 0,07 0,06 Total 0,09 0,08 0,09 0,08 0,07 Profit Margin
13 Presentation Summary 1.Introduction The integrated oil and gas industry 2.Data and model choice 3.Results 4.Conclusions
14 Exploration Segment Firm CRS te VRS te Eff Chg Tech Chg TFP Chg BP Chevron ConocoPhillips ExxonMobil RD Shell Total mean Time Period Inputs Year's Number of Completed Exploratory Wells Drillings Outputs Year's Number of Completed Productive Exploratory Wells Increase in Proved Reserves due to Extensions and Discoveries Orientation Input Oriented Scale VRS
15 Exploration Segment
16 Exploration Segment
17 Production Segment Firm CRS te VRS te Eff Chg Tech Chg TFP Chg BP Chevron ConocoPhillips ExxonMobil RD Shell Total mean Time Period Inputs Year's Total Oil Production Proved Reserves at Previous Year-end Outputs Year's Total Net Productive Oil Wells Orientation Output Oriented Scale VRS
18 Production Segment
19 Refining Segment Firm CRS te VRS te Eff Chg Tech Chg TFP Chg BP Chevron ConocoPhillips ExxonMobil RD Shell Total mean Time Period Inputs Refined Product Sales Volume Refining Capacity Outputs Refinery Throughput Orientation Output Oriented Scale VRS
20 Refining Segment
21 Performance Assessment Firm CRS te VRS te Eff Chg Tech Chg TFP Chg BP Chevron ConocoPhillips ExxonMobil RD Shell Total mean Time Period Inputs Total Revenue Total Assets Outputs Net Income Orientation Output Oriented Scale VRS
22 Performance Assessment
23 Presentation Summary 1.Introduction The integrated oil and gas industry 2.Data and model choice 3.Results 4.Conclusions
24 Conclusions Exploration Production Performance Refining DEA Average DEA DEA DEA BP plc 1 0,656 0,683 0,780 0,631 Chevron Corporation 0,948 0, ,847 0,627 ConocoPhillips 1 0,578 0,699 0,759 0,439 Exxon Mobil Corporation 0,809 0,632 0,703 0,715 1 Royal Dutch Shell plc 0, ,576 0,827 0,601 Total S.A. 0, ,524 0,830 0,654 Correlation -0,486
25 Conclusions 1. Our hypothesis was apparently confirmed More efficient firms were not the most profitable ones Interesting clues are present 2. Misinterpretations Being more efficient is more costly in the integrated oil & gas industry? The return on efficiency might not be as appealing as other market strategies 3. Suggested interpretation Companies in this industry are subject to externalities such that cost minimization is a weak determinant of performance The ability to take higher risks is directly associated with the company`s size, thus dissociating performance from productive efficiency itself
26 Relative Efficiency and Performance in the Integrated Oil and Gas Industry Roberto Pougy Ferreira da Cunha Edmar Luiz Fagundes de Almeida, PhD Mariana Iooty de Paiva Dias, PhD Energy Economics Group, Institute of Economics, Federal University of Rio de Janeiro Avenida Pasteur 250, Sala 123 Urca, Rio de Janeiro, RJ Brazil Phone: , Fax: , [email protected]
The Top 10 Oil & Gas Companies
BUSINESS INSIGHTS The Top 10 Oil & Gas Companies Growth strategies, consolidation and convergence in the leading players New Energy Management Report Distribution of global natural gas reserves North America
Collecting and Analyzing Big Data for O&G Exploration and Production Applications October 15, 2013 G&G Technology Seminar
Eldad Weiss Founder and Chairman Collecting and Analyzing Big Data for O&G Exploration and Production Applications October 15, 2013 G&G Technology Seminar About Paradigm 700+ 26 700+ 29 7 15,000+ 15+ 200M+
BRITISH PETROLEUM (BP) EXPANSION IN BRAZIL AND MARKETING OPPORTUNITIES: HOW BP CAN DEVELOP ITS PORTFOLIO IN THE BRAZILIAN CRUDE OIL MARKET?
BRITISH PETROLEUM (BP) EXPANSION IN BRAZIL AND MARKETING OPPORTUNITIES: HOW BP CAN DEVELOP ITS PORTFOLIO IN THE BRAZILIAN CRUDE OIL MARKET? Renatha Caldeira * EXECUTIVE SUMMARY: The present market study
Revisiting Global Energy Security. Girijesh Pant Jawaharlal Nehru University
Revisiting Global Energy Security Girijesh Pant Jawaharlal Nehru University Global Age-Nation to Global Nation Economies are globalising. Globalising nation economies are integrating. Interoperability
Current Petrobras Technology Strategy - An Overview
Current Petrobras Technology Strategy - An Overview Brazil-Texas Chamber of Commerce May 5, 2010 Carlos Tadeu da Costa Fraga Petrobras R&D Executive Manager Disclaimer The presentation may contain forecasts
The Role of Predictive Analytics in Asset Optimization for the Oil and Gas Industry
The Role of Predictive Analytics in Asset Optimization for the Oil and Gas Industry WHITE PAPER Sponsored by: Tessella Global Headquarters: 5 Speen Street Framingham, MA 01701 USA P.508.935.4400 F.508.988.7881
Global Oil and Gas Capital Expenditure Outlook 2010: National Oil Companies (NOCs) to Drive Investment
Global Oil and Gas Capital Expenditure Outlook 21: GlobalData s new report Global Oil and Gas Capital Expenditure Outlook 21: National Oil Companies (NOCs) to Drive Investment provides in-depth analysis
Brochure More information from http://www.researchandmarkets.com/reports/705864/
Brochure More information from http://www.researchandmarkets.com/reports/705864/ Egypt Oil and Gas Exploration and Production Industry Investment Opportunities, Analysis and Forecasts of All Active and
Oil & Gas Business Development (BD) Toolkit - West Africa
Brochure More information from http://www.researchandmarkets.com/reports/1576593/ Oil & Gas Business Development (BD) Toolkit - West Africa Description: The BD Toolkit West Africa Report is a must-have
COMPANY UPDATE FIRST QUARTER 2016 RESULTS
COMPANY UPDATE FIRST QUARTER 2016 RESULTS ROYAL DUTCH SHELL 4 MAY 2016 Copyright of Royal Dutch Shell plc May 4, 2016 1 SIMON HENRY CHIEF FINANCIAL OFFICER ROYAL DUTCH SHELL PLC 2 DEFINITIONS & CAUTIONARY
Comparative Operational & Financial Analysis. by Sarika Agarwala Dawn Pruitt Kenya Sanders Lei Wang (Group # 2)
Comparative Operational & Financial Analysis by Sarika Agarwala Dawn Pruitt Kenya Sanders Lei Wang (Group # 2) DISCUSSION TOPICS Peer Group Introduction (RD/Shell, BP, and Chevron Texaco) Overview of Shell
INTRODUCTION GENESIS ENERGY
INTRODUCTION GENESIS ENERGY Genesis Energy Limited (GEL) is an energy group with integrated operations across the industry value-chain of Oil, Gas and Power. The company has developed several thriving
MEXICAN ENERGY REFORMS
MEXICAN ENERGY REFORMS JOHNS HOPKINS UNIVERSITY School of Advanced International Studies Dr. Francisco Barnés de Castro Comisión Reguladora de Energía Abril 29, 2014 1. Brief history of the energy industry
Oil & Gas Capital Expenditure Outlook 2013. GDGE0020TR / Published January 2013
Oil & Gas Capital Expenditure Outlook 2013 GDGE0020TR / Published January 2013 Global Oil and Gas Capital Expenditure is Expected to Increase to US$XX Billion in 2013 The global oil and gas capital expenditure
Operational excellence: The imperative for oil and gas companies
Operational excellence: The imperative for oil and gas companies Rising complexity, costs and risks combine to make efficiency more impor tant than ever. Change is challenging, but complacency isn t an
Oil and Gas Steve Oliver
English for Global Industries Oil and Gas Steve Oliver Contents Sections 1 Oil and Gas 2 Working on a Rig 3 Drilling Operations 4 Geological and Geophysical Operations 5 Producing and Delivering Units
Performance Analysis of Top Oil and Gas Companies Worldwide with reference to Oil Prices. Indrani Hazarika
Journal of Energy and Economic Development, 1(1), 62-78, August 2015 62 Performance Analysis of Top Oil and Gas Companies Worldwide with reference to Oil Prices Indrani Hazarika Business Faculty, Higher
Oil and Gas Capital Expenditure Outlook, 2012
Brochure More information from http://www.researchandmarkets.com/reports/2017870/ Oil and Gas Capital Expenditure Outlook, 2012 Description: Oil and Gas Capital Expenditure Outlook, 2012 Summary Oil and
INDIAN LUBRICANT INDUSTRY - SHRINKING MARGINS
INDIAN LUBRICANT INDUSTRY - SHRINKING MARGINS Declining demand growth of automotive lubricants, increasing competition on account of the presence of a large number of players, and increasing raw material
CHEVRON REPORTS FOURTH QUARTER NET INCOME OF $3.1 BILLION, DOWN 37 PERCENT FROM $4.9 BILLION IN FOURTH QUARTER 2008
Policy, Government and Public Affairs Chevron Corporation P.O. Box 6078 San Ramon, CA 94583-0778 www.chevron.com FOR RELEASE AT 5:30 AM PST JANUARY 29, 2010 CHEVRON REPORTS FOURTH QUARTER NET INCOME OF
Integrated Oil Companies
Integrated Oil Companies Loretta Bu Zhou Fang Suvayan Roy Patrick He Artur Shikhaleev Yang Zeng 1 Key Questions 2 Upstream, Midstream, Downstream, Equipment and Services Companies THE OIL SUPPLY CHAIN
Oil & Gas UK I N D E X. December 2009
Oil & Gas UK I N D E X December 09 THE OIL & GAS UK INDEX 1 Summary The Oil & Gas UK Index The Oil & Gas UK Index is a new quarterly index which measures changes in activity and business confidence across
Introduction to Oil & Gas Industry, Accounting & Financial Statement Analysis. Copyright by Wall Street Prep, Inc. All rights reserved 1
Introduction to Oil & Gas Industry, Accounting & Financial Statement Analysis Copyright by Wall Street Prep, Inc. All rights reserved 1 A number of distinct yet interconnected sectors There are a number
Oil and Gas global deals Six months ended 31 December 2013
www.pwc.co.uk/oilandgas Oil and Gas global deals Six months ended 31 December 2013 February 2014 Oil and Gas global deals report 2013 was a relatively quiet year for deal activity, but signs of life returned
*EXXON MOBIL *SCHLUMBERGER *SHELL OIL COMPANY * BP AMERICA *CHEVRON
WHY INVEST IN HOUSTON with arête real Estate & Development Co President & Developer Joe Fogarty since 1966, 44 Years of experience in community development around Houston Texas major sub cities Master
Performance Profiles of Major Energy Producers 2009
Performance Profiles of Major Energy Producers 2009 February 2011 DOE/EIA-0206(09) Distribution Category UC-950 Performance Profiles of Major Energy Producers 2009 February 2011 U.S. Energy Information
OIL PRODUCTION IN BRAZIL: CHALLENGES AND PROSPECTS
OIL PRODUCTION IN BRAZIL: CHALLENGES AND PROSPECTS Prof. Edmar de Almeida Energy Economics Group Institute of Economics Federal University of Rio de Janeiro Roundtable hosted by Center on Global Energy
Medium-Term Global Oil Outlook
Medium-Term Global Oil Outlook Fifth IEA OPEC Symposium on Energy Outlooks Session Two: Industry Views Remarks by Marianne Kah Chief Economist Cautionary Statement The following presentation includes forward-looking
2015 JET FUEL PRICE FORECAST
2015 JET FUEL PRICE FORECAST Airlines The prospects for airlines are dependant on economic recovery. There is little to indicate an early end to the downturn. It will be a grim 2009. And while prospects
How to Calculate the Break Even Cost of Oil & Gas Production
How to Calculate the Break Even Cost of Oil & Gas Production Evaluate Energy s Methodology for estimating the Full Cycle cost of oil and gas production and development What do Contents we mean by the Break
AN ANALYSIS OF THE OIL AND GAS INDUSTRY S COMPETITIVENESS USING PORTER S FIVE FORCES FRAMEWORK
AN ANALYSIS OF THE OIL AND GAS INDUSTRY S COMPETITIVENESS USING PORTER S FIVE FORCES FRAMEWORK Mohammed A. Hokroh* MBA in Finance, University of Leicester, UK. Abstract The purpose of this paper is to
CALIFORNIA POLICY BRIEFING MEMO MOTOR VEHICLE FUEL DIVERSIFICATION
IMPACT OF CALIFORNIA TRANSPORTATION POLICIES ON LONG TERM FUEL DIVERSIFICATION, FUEL PRODUCER MARKET POWER, AND MOTOR VEHICLE FUEL (GASOLINE AND DIESEL) PRICES James Fine, PhD, Senior Economist, Environmental
BP p.l.c. (BP) Company Profile- Business Overview, Strategies, SWOT and Financial Analysis
Brochure More information from http://www.researchandmarkets.com/reports/1504211/ BP p.l.c. (BP) Company Profile- Business Overview, Strategies, SWOT and Financial Analysis Description: BP p.l.c. (BP)
Case No COMP/M.7318 - ROSNEFT / MORGAN STANLEY GLOBAL OIL MERCHANTING UNIT. REGULATION (EC) No 139/2004 MERGER PROCEDURE
EN Case No COMP/M.7318 - ROSNEFT / MORGAN STANLEY GLOBAL OIL MERCHANTING UNIT Only the English text is available and authentic. REGULATION (EC) No 139/2004 MERGER PROCEDURE Article 6(1)(b) NON-OPPOSITION
Oil and Gas Exploration and Production (E&P) in Colombia - Market Analysis, Competitive Landscape and Forecasts to 2020
Oil and Gas Exploration and Production (E&P) in Colombia - Market Analysis, Competitive Landscape and Forecasts to 2020 Reference Code: GDGE0067MAR Publication Date: October 2012 Colombia has Witnessed
Chapter 7: Multinational Formation
Chapter 7: Multinational Formation Keith Head Sauder School of Business The take-away for this chapter Chapter 7 asks Where should we do the things we do? At home: the country where top mgmt is based.
Financial strategy supports business plan
Financial strategy supports business plan Ivor Ruste Executive Vice-President & Chief Financial Officer Investor Day Calgary December 7, 2011 Financial strategy supports business plan Support long-term
Royal Dutch Shell plc
Royal Dutch Shell plc 4 TH QUARTER AND FULL YEAR 2011 UNAUDITED RESULTS Royal Dutch Shell s fourth quarter 2011 earnings, on a current cost of supplies (CCS) basis (see Note 1), were $6.5 billion compared
Nigeria: A market for the Danish offshore industry? Seminar. Peter Blach, Offshore Center Danmark Tuesday, March 11th 2008 at Offshore Center Danmark
Nigeria: A market for the Danish offshore industry? Seminar Peter Blach, Offshore Center Danmark Tuesday, March 11th 2008 at Offshore Center Danmark 1 The Nigerian Oil Industry Nigerian Oil Industry: Introduction
FORM 10-Q UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549
FORM 10-Q UNITED STATES SECURITIES AND EXCHANGE COMMISSION Washington, D.C. 20549 [ ] QUARTERLY REPORT PURSUANT TO SECTION 13 OR 15(D) OF THE SECURITIES EXCHANGE ACT OF 1934 For the quarterly period ended
Oil Gas expo 2015 is comprised of 13 Main tracks and 131 sub tracks designed to offer comprehensive sessions that address current issues.
OMICS Group cordially invites participants from all over the world to attend International Conference and Expo on Oil and Gas, scheduled during November, 16-18, 2015 at Dubai, UAE mainly focused on the
Enterprise Big Data Use Cases Susheel Kaushik Senior Director, Product Management, Greenplum, EMC
Enterprise Big Data Use Cases Susheel Kaushik Senior Director, Product Management, Greenplum, EMC PROPRIETARY INFORMATION. ALL RIGHTS RESERVED 1 Big Data Pioneers 1,000,000,000 Queries A Day 250,000,000
Oil Spill Emergency Response. Oil Spill Emergency
Oil Spill Emergency Response 1 Oil Spill Emergency Response We work to prevent incidents that may result in spills of hazardous substances. This means making sure our facilities are well designed, safely
PETROLEUM SECTOR DEVELOPMENTS IN EGYPT
PETROLEUM SECTOR DEVELOPMENTS IN EGYPT March 2009 2009 Business Studies & Analysis Center. All rights reserved. Unauthorized reproduction, copying, re-mailing, storage or website posting is prohibited.
API FORUM (21 st March 2013) MIDA
API FORUM (21 st March 2013) MIDA 1 About MIDA Oil & Gas Industry in Malaysia Business & Investment Opportunities Incentives for Investment Domestic Investment Strategic Fund 2 First point of contact for
The Offshore Oil and Gas Industry in the Gulf of Mexico Key Economic Characteristics of the Supply Chain
The Offshore Oil and Gas Industry in the Gulf of Mexico Key Economic Characteristics of the Supply Chain October 5, 2010 1 Disclaimer This project was funded by the Department of Energy, National Energy
Operational Review and Outlook
TD Newcrest Oil Sands Conference Calgary July 2009 Operational Review and Outlook Paul M. Boechler Chief Financial Officer Trading Information Strategy Flint s Markets and Geographic Footprint Business
Ukraine s Gas Market Reform: Green Light to Investments in Natural Gas Transmission, Production and Energy Efficiency
Ukraine s Gas Market Reform: Green Light to Investments in Natural Gas Transmission, Production and Energy Efficiency Andriy Kobolyev, CEO, Naftogaz of Ukraine July 2015 www.naftogaz-europe.com www.naftogaz.com
DEA implementation and clustering analysis using the K-Means algorithm
Data Mining VI 321 DEA implementation and clustering analysis using the K-Means algorithm C. A. A. Lemos, M. P. E. Lins & N. F. F. Ebecken COPPE/Universidade Federal do Rio de Janeiro, Brazil Abstract
PETROLEUM ECONOMICS AND MANAGEMENT
PETROLEUM ECONOMICS AND MANAGEMENT APPLIED GRADUATE STUDIES PEM1 Business Accounting PEM2 Organizational Behavior PEM3 Strategic Marketing & Management PEM4 Energy Economics & Development PEM5 Energy Geopolitics
CENTURY ENERGY LTD. (the "Company") FORM 51-101F1 STATEMENT OF RESERVES DATA AND OTHER OIL AND GAS INFORMATION
CENTURY ENERGY LTD. (the "Company") FORM 51-101F1 STATEMENT OF RESERVES DATA AND OTHER OIL AND GAS INFORMATION 2 ABBREVIATIONS AND CONVERSIONS In this document, the abbreviations set forth below have the
Oil and Natural Gas Outlook: Implications for Alaska The Alliance Meet Alaska. Remarks by Marianne Kah Chief Economist
Oil and Natural Gas Outlook: Implications for Alaska The Alliance Meet Alaska Remarks by Marianne Kah Chief Economist Cautionary Statement The following presentation includes forward-looking statements.
Global Energy Trends; 2030 to 2050
Global Energy Trends; 2030 to 2050 Hilbre Consulting Limited, Heswall, Wirral, UK [email protected] March 2012 This note synthesises and analyses the key conclusions from seven recent, authoritative studies
Programme title Minimum entry requirements Additional information
Programme title Minimum entry requirements Additional information Level 4 Diploma in Oil and Gas Level 5 Advanced Diploma in Oil and Gas Level 4 Diploma in Oil and Gas OR equivalent in a closely The following
UNLOCKING MAJOR COST SAVINGS ON OIL & GAS PROJECTS
UNLOCKING MAJOR COST SAVINGS ON OIL & GAS S $ RESPONDING TO A LOW-PRICE OIL ENVIRONMENT THE BENEFITS OF EARLY INVOLVEMENT: In our experience early involvement on a project is key when it comes to securing
MINUTES OF THE BOARD OF DIRECTORS MEETING HELD ON MAY 12, 2011
Publicly Held Company MINUTES OF THE BOARD OF DIRECTORS MEETING HELD ON MAY 12, 2011 1. Date, Time and Venue: May 12, 2011, at 10:00 A.M., at the Company s headquarters, located in the city and state of
Efficiency in the Canadian Life Insurance Industry: Some Preliminary Results Using DEA
Efficiency in the Canadian Life Insurance Industry: Some Preliminary Results Using DEA Gilles Bernier, Ph.D., Industrial-Alliance Insurance Chair, Laval University, Québec City Komlan Sedzro, Ph.D., University
Texas Top Tier. The Largest Companies Headquartered in Texas
Texas Top Tier The Largest Companies Headquartered in Texas Office of the Governor Economic Development and Tourism 2013 Contents Largest Public Companies.. Largest Private Companies Largest Corporate
THE CHANGING FACE OF THE OIL INDUSTRY WHITE PAPER 2013
THE CHANGING FACE OF THE OIL INDUSTRY WHITE PAPER 2013 CONTENTS CHAPTER ONE The evolution of the global oil industry 4 The late 1800s: origins of a large scale oil industry 6 The turn of the century: rise
Strategies to Maximize Value in the Global Oil and Gas Industry Value Chain
Strategies to Maximize Value in the Global Oil and Gas Industry Value Chain Betty J. Simkins, Ph.D. Williams Companies Professor of Business & Professor of Finance Oklahoma State University Email: [email protected]
Yokogawa Draws Up Transformation 2017, a New Mid-term Business Plan Three reforms for growth
Name of Listed Company: Yokogawa Electric Corporation (URL: http://www.yokogawa.com) (Stock code: 6841, listed in TSE 1st section) Name and Position of the Representative: Takashi Nishijima, President
Texas Top Tier. The Largest Companies Headquartered in Texas
Texas Top Tier The Largest Companies Headquartered in Texas Office of the Governor Economic Development and Tourism 2014 Largest Public Companies.. Largest Private Companies Largest Corporate Subsidiaries..
Inter Pipeline Fund Announces Strong Third Quarter 2009 Results
News Release Inter Pipeline Fund Announces Strong Third Quarter 2009 Results CALGARY, ALBERTA, NOVEMBER 5, 2009: Inter Pipeline Fund ( Inter Pipeline ) (TSX: IPL.UN) announced today its financial and operating
Credit & Risk Management. Lawrence Marsiello Vice Chairman and Chief Lending Officer
Credit & Risk Management Lawrence Marsiello Vice Chairman and Chief Lending Officer 2006 Progress and 2007 Expectations Well-positioned to perform through the cycle Robust and consistent credit grading
Is Cost Cutting Evidence of X-inefficiency? Severin Borenstein and Joseph Farrell* X-inefficiency is surely among the most important topics in
Is Cost Cutting Evidence of X-inefficiency? Severin Borenstein and Joseph Farrell* X-inefficiency is surely among the most important topics in microeconomics. Yet, economists have found it difficult to
State of the Oil Markets?
State of the Oil Markets? U.S. and Global Refining Prospects John R. Auers, P.E. Executive Vice President Washington DC February 17, 2016 U.S. Refining is YUGE! 2 What Determines Refining Winners? Refined
CORPORATE CALENDAR OF EVENTS. RANDON S.A. IMPLEMENTOS E PARTICIPAÇÕES Av. Abramo Randon, 770 Bairro Interlagos Caxias do Sul - RS
CORPORATE CALENDAR OF S Company`s Name Headquarters` Address Internet Address Investor Relations Director Person in charge of the Investor Relations Area Newspapers (and locations) in which its corporate
Efficiency Analysis of Life Insurance Companies in Thailand
Efficiency Analysis of Life Insurance Companies in Thailand Li Li School of Business, University of the Thai Chamber of Commerce 126/1 Vibhavadee_Rangsit Rd., Dindaeng, Bangkok 10400, Thailand Tel: (662)
American Electric Technologies Inc
SECURITIES & EXCHANGE COMMISSION EDGAR FILING American Electric Technologies Inc Form: 8-K Date Filed: 2015-11-16 Corporate Issuer CIK: 1043186 Copyright 2015, Issuer Direct Corporation. All Right Reserved.
Visiongain. http://www.marketresearch.com/visiongain -v1531/ Publisher Sample
Visiongain http://www.marketresearch.com/visiongain -v1531/ Publisher Sample Phone: 800.298.5699 (US) or +1.240.747.3093 or +1.240.747.3093 (Int'l) Hours: Monday - Thursday: 5:30am - 6:30pm EST Fridays:
