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Foundations of Applied Statistical Methods 2nd Edition by Hang Lee ISBN 9783031422966 3031422961

Name: Foundations of Applied Statistical Methods 2nd Edition by Hang Lee ISBN 9783031422966 3031422961
SKU: EB-53787546
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Foundations of Applied Statistical Methods 2nd Edition Hang Lee Digital Instant Download

Author(s): Hang Lee

Edition: 2

File Details: EPUB, 11.77 MB

Year: 2023

Language: english

SKU: EB-53787546 Category: Mathematics - Mathematical Statistics Tag: Hang Lee

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Foundations of Applied Statistical Methods 2nd Edition by Hang Lee – Ebook PDF Instant Download/Delivery: 9783031422966 ,3031422961
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ISBN 10: 3031422961
ISBN 13: 9783031422966
Author: Hang Lee

This book covers methods of applied statistics for researchers who design and conduct experiments, perform statistical inference, and write technical reports. These research activities rely on an adequate knowledge of applied statistics. The reader both builds on basic statistics skills and learns to apply it to applicable scenarios without over-emphasis on the technical aspects. Demonstrations are a very important part of this text. Mathematical expressions are exhibited only if they are defined or intuitively comprehensible.This text may be used as a guidebook for applied researchers or as an introductory statistical methods textbook for students, not majoring in statistics. Discussion includes essential probability models, inference of means, proportions, correlations and regressions, methods for censored survival time data analysis, and sample size determination.

Foundations of Applied Statistical Methods 2nd Edition Table of contents:

1. Description of Data and Essential Probability Models

2. Statistical Inference Concentrating on a Single Mean

3. t-Tests for Two-Mean Comparison

4. Inference Using Analysis of Variance (ANOVA) for Comparing Multiple Means

5. Inference of Correlation and Regression

6. Normal Distribution Assumption-Free Nonparametric Inference

7. Methods for Censored Survival Time Data

8. Sample Size and Power

9. Review Exercise Problems

10. Statistical Tables

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Tags: Hang Lee, Foundations, Applied Statistical Methods