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      Quantitative Investment Analysis, Workbook

      AvCFA Institute

      Häftad, Engelska, 2020

      Del 127 i serien CFA Institute Investment Series

      566 kr

      Beställningsvara. Skickas inom 5-8 vardagar. Fri frakt över 249 kr.

      Fler format och utgåvor

      E-bok

      518 kr

      E-bok

      476 kr

      Beskrivning

      The thoroughly revised and updated fourth edition of the companion workbook to Quantitative Investment Analysis is here.Now in its fourth edition, the Quantitative Investment Analysis Workbook offers a range of practical information and exercises that will facilitate your mastery of quantitative methods and their application in today's investment process. Part of the reputable CFA Institute Investment Series, the workbook is designed to further your hands-on experience with a variety of learning outcomes, summary overview sections, and challenging problems and solutions.The workbook provides all the statistical tools and latest information to help you become a confident and knowledgeable investor, including expanded problems on Machine Learning algorithms and the role of Big Data in investment contexts. Well suited for motivated individuals who learn on their own, as well as a general reference, this companion resource delivers a clear, example-driven method for practicing the tools and techniques covered in the primary Quantitative Investment Analysis, 4th Edition text.?? Inside you'll find information and exercises to help you: Work real-world problems associated with the modern quantitative investment processMaster visualizing and summarizing dataReview the fundamentals of single linear and multiple linear regressionUse multifactor modelsMeasure and manage market risk effectivelyIn both the workbook and the primary Quantitative Investment Analysis, 4th Edition text, the authors go to great lengths to ensure an even treatment of subject matter, consistency of mathematical notation, and continuity of topic coverage that is critical to the learning process.For everyone who requires a streamlined route to mastering quantitative methods in investments, Quantitative Investment Analysis Workbook, 4th Edition offers world-class practice based on actual scenarios faced by professionals every day.

      Produktinformation

      • Utgivningsdatum:2020-10-26
      • Mått:178 x 252 x 18 mm
      • Vikt:431 g
      • Format:Häftad
      • Språk:Engelska
      • Serie:CFA Institute Investment Series
      • Antal sidor:288
      • Upplaga:4
      • Förlag:John Wiley & Sons Inc
      • ISBN:9781119743675

      Utforska kategorier

      • Redovisning och finansiering inom Ekonomi och Ledarskap

      Mer om författaren

      CFA Institute is the global association of investment professionals that sets the standard for professional excellence and credentials. The organization is a champion for ethical behavior in investment markets and a respected source of knowledge in the global financial community. The end goal: to create an environment where investors’ interests come first, markets function at their best, and economies grow. CFA Institute has more than 155,000 members in 165 countries and territories, including 150,000 CFA® charterholders, and 148 member societies. For more information, visit www.cfainstitute.org.

      Innehållsförteckning

      • Part 1 Learning Objectives, Summary Overview, and Problems 1Chapter 1 The Time Value of Money 3Learning Outcomes 3Summary 3Practice Problems 4Chapter 2 Organizing, Visualizing, and Describing Data 9Learning Outcomes 9Summary 9Practice Problems 13Chapter 3 Probability Concepts 25Learning Outcomes 25Summary 26Practice Problem 28Chapter 4 Common Probability Distributions 33Learning Outcomes 33Summary 34Practice Problems 35Chapter 5 Sampling and Estimation 43Learning Outcomes 43Summary 43Practice Problems 45Chapter 6 Hypothesis Testing 51Learning Outcomes 51Summary 52Practice Problems 54Chapter 7 Introduction to Linear Regression 63Learning Outcomes 63Summary 63Practice Problems 64Chapter 8 Multiple Regression 75Learning Outcomes 75Summary 76Practice Problems 78Chapter 9 Time-Series Analysis 103Learning Outcomes 103Summary 104Practice Problems 105Chapter 10 Machine Learning 123Learning Outcomes 123Summary 123Practice Problems 125Chapter 11 Big Data Projects 129Learning Outcomes 129Summary 129Practice Problems 131Chapter 12 Using Multifactor Models 141Learning Outcomes 141Summary 141Practice Problems 143Chapter 13 Measuring and Managing Market Risk 149Learning Outcomes 149Summary 149Practice Problems 152Chapter 14 Backtesting and Simulation 161Learning Outcomes 161Summary 161Practice Problems 163Part II Solutions 169Chapter 1 The Time Value of Money 171Solutions 171Chapter 2 Organizing, Visualizing, and Describing Data 185Solutions 185Chapter 3 Probability Concepts 195Solutions 195Chapter 4 Common Probability Distributions 199Solutions 199Chapter 5 Sampling and Estimation 207Solutions 207Chapter 6 Hypothesis Testing 215Solutions 215Chapter 7 Introduction to Linear Regression 223Solutions 223Chapter 8 Multiple Regression 229Solutions 229Chapter 9 Time-Series Analysis 241Solutions 241Chapter 10 Machine Learning 249Solutions 249Chapter 11 Big Data Projects 251Solutions 251Chapter 12 Using Multifactor Models 261Solutions 261Chapter 13 Measuring and Managing Market Risk 267Solutions 267Chapter 14 Backtesting and Simulation 273Solutions 273About the CFA Program 279
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