The Practice of statistics in the life sciences /
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作 者:Brigitte Baldi, David S. Moore.
分类号:
ISBN:9781429218764
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简介
Moore and Baldi provide an accessible introduction to the uses and applications of statistics in the life sciences with a data analysis approach. The Practice of Statistics in the Life Sciences emphasises balanced content, working with real data, and mastering statistical ideas, and provides engaging life sciences examples and exercises. Data sets, examples and exercises are drawn from diverse areas of biology such as physiology, brain and behaviour, health and medicine, nutrition, ecology, and microbiology
目录
Part I Exploring Data
Exploring Data: Variables and Distributions
Chapter 1 Picturing Distributions with Graphs
Chapter 2 Describing Distributions with Numbers
Exploring Data: Relationships
Chapter 3 Scatterplots and Correlation
Chapter 4 Regression
Chapter 5 Two-Way Tables
Chapter 6 Exploring Data: Part I Review
Part II From Exploration to Inference
Producing Data
Chapter 7 Samples and Observational Studies
Chapter 8 Designing Experiments
Probability and Sampling Distributions
Chapter 9 Introducing Probability
Chapter 10 General Rules of Probability
Chapter 11 The Normal Distributions
Chapter 12 Discrete Probability Distributions
Chapter 13 Sampling Distributions
The Idea of Inference
Chapter 14 Introduction to Inference
Chapter 15 Inference in Practice
Chapter 16 From Exploration to Inference: Part II Review
Part III Inference about Variables
Chapter 17 Inference about a Population Mean
Chapter 18 Two-Sample Problems
Chapter 19 Inference about a Population Proportion
Chapter 20 Comparing Two Proportions
Chapter 21 The Chi-Square Test for Goodness of Fit
Inference about Relationships
Chapter 22 The Chi-Square Test for Two-Way Tables: Two Categorical Variables
Chapter 23 Inference for Regression
Chapter 24 One-Way Analysis of Variance: Comparing Several Means
Chapter 25 Inference: Part III Review
Part IV Optional Companion Chapters (available on the PSLS CD and online)
Chapter 26 Beyond One-Way ANOVA: Follow-up Tests and Two-Way ANOVA
Chapter 27 Nonparametric Tests
Exploring Data: Variables and Distributions
Chapter 1 Picturing Distributions with Graphs
Chapter 2 Describing Distributions with Numbers
Exploring Data: Relationships
Chapter 3 Scatterplots and Correlation
Chapter 4 Regression
Chapter 5 Two-Way Tables
Chapter 6 Exploring Data: Part I Review
Part II From Exploration to Inference
Producing Data
Chapter 7 Samples and Observational Studies
Chapter 8 Designing Experiments
Probability and Sampling Distributions
Chapter 9 Introducing Probability
Chapter 10 General Rules of Probability
Chapter 11 The Normal Distributions
Chapter 12 Discrete Probability Distributions
Chapter 13 Sampling Distributions
The Idea of Inference
Chapter 14 Introduction to Inference
Chapter 15 Inference in Practice
Chapter 16 From Exploration to Inference: Part II Review
Part III Inference about Variables
Chapter 17 Inference about a Population Mean
Chapter 18 Two-Sample Problems
Chapter 19 Inference about a Population Proportion
Chapter 20 Comparing Two Proportions
Chapter 21 The Chi-Square Test for Goodness of Fit
Inference about Relationships
Chapter 22 The Chi-Square Test for Two-Way Tables: Two Categorical Variables
Chapter 23 Inference for Regression
Chapter 24 One-Way Analysis of Variance: Comparing Several Means
Chapter 25 Inference: Part III Review
Part IV Optional Companion Chapters (available on the PSLS CD and online)
Chapter 26 Beyond One-Way ANOVA: Follow-up Tests and Two-Way ANOVA
Chapter 27 Nonparametric Tests
The Practice of statistics in the life sciences /
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