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Performing Financial Studies Michael Seiler

Performing Financial Studies von Michael Seiler

Performing Financial Studies Michael Seiler


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Zusammenfassung

Ideal for both reference and self-study, this unique volume goes beyond simply explaining how statistical procedures should be done, to showing in no-detail-left-out fashion what should be done at each step.

Performing Financial Studies Zusammenfassung

Performing Financial Studies: A Methodological Cookbook Michael Seiler

A core text for courses in Financial Research Methods or Financial Statistics, and a reference to be used throughout an entire graduate or undergraduate financial program.

Unique in both content and approach, this text/reference provides a welcome solution to a problem all to often encountered by finance students at both the undergraduate and graduate levels: they take a statistics course, leave the class thinking they know statistics, but when asked to carry out the methodology in a research setting, they invariably cannot. Unlike other financial statistics texts (which simply explain how a procedure should be done), this text focuses on key financial procedures and breaks them down to a level truly accessible to students by showing them in detail what to do at each step in the procedure-much like following a recipe in a cookbook. And, because raw financial datasets are used, each method is related directly to finance and to the specific problems financial data presents. Students also become adept at using statistical procedures related exclusively to finance (often tersely described only in academic journals).

Inhaltsverzeichnis

I. GETTING STARTED.

1. Understanding Your Data.
2. Preparing Your Data for Analysis.

II. BASIC FINANCIAL STATISTICS/METHODOLOGIES.

3. Correlation.
4. Autocorrelation.
5. Partial Autocorrelation.
6. Autocorrelation for Nonparametric Data (Wald-Wolfowitz Runs Test).
7. T-test.
8. Analysis of Variance.
9. Regression.
10. Factor Analysis.
11. Calculating a Stock's Beta.
12. Predictive Ability.

III. ADVANCED FINANCIAL TECHNIQUES/METHODOLOGIES.

13. Event Studies.
14. Unit Root Test.
15. Granger Causality.
16. Cointegration.
17. Vector Autoregression.
18. Vector Error Correction.
19. ARCH/GARCH.
20. Programming a Binomial Option Pricing Model.
21. Programming a Black-Scholes Option Pricing Model.

IV. WRITING A FINANCIAL STUDY.

22. Sections in a Financial Study.
23. Bringing Output into Microsoft Word.
Appendix - Dataset Descriptions.

Zusätzliche Informationen

GOR007729306
9780130479815
0130479810
Performing Financial Studies: A Methodological Cookbook Michael Seiler
Gebraucht - Sehr Gut
Broschiert
Pearson Education (US)
20030429
448
N/A
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