Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Empirical Research in Accounting: Tools and Methods

Empirical Research in Accounting: Tools and Methods

Gow, Ian D.
Ding, Tongqing

Hardcover

Series: Chapman and Hall/CRC Statistics in Business and Economics

AccountingEconomicsProbability & Statistics

ISBN10: 1032586508
ISBN13: 9781032586502
Publisher: CRC Press
Published: Dec 16 2024
Pages: 578
Weight: 2.72
Height: 1.25 Width: 7.00 Depth: 10.00
Language: English

This textbook provides the foundation for a course that takes PhD students in empirical accounting research from the very basics of statistics, data analysis, and causal inference up to the point at which they conduct their own research. Starting with foundations in statistics, econometrics, causal inference, and institutional knowledge of accounting and finance, the book moves on to an in-depth coverage of the core papers in capital market research. The latter half of the book examines contemporary approaches to research design and empirical analysis, including natural experiments, instrumental variables, fixed effects, difference-in-differences, regression discontinuity design, propensity-score matching, and machine learning. Readers of the book will develop deep data analysis skills using modern tools. Extensive replication and simulation analysis is included throughout.

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