Difference between revisions of "EBook:Print versions"
(New page: {{Print version notice|EBook|EBook/Print_version}} ''Note: current version of this book can be found at http://wiki.stat.ucla.edu/socr/index.php/EBook'' = Table of contents = == Prefac...) |
|||
| Line 6: | Line 6: | ||
== Preface == | == Preface == | ||
| − | :[[ Format]] | + | :[[ EBook/Format|Format]] |
| − | :[[ Learning and Instructional Usage]] | + | :[[ EBook/Learning and Instructional Usage|Learning and Instructional Usage]] |
== Chapter I: Introduction to Statistics == | == Chapter I: Introduction to Statistics == | ||
| − | :[[ The Nature of Data and Variation]] | + | :[[ EBook/The Nature of Data and Variation|The Nature of Data and Variation]] |
| − | :[[ Uses and Abuses of Statistics]] | + | :[[ EBook/Uses and Abuses of Statistics|Uses and Abuses of Statistics]] |
| − | :[[ Design of Experiments]] | + | :[[ EBook/Design of Experiments|Design of Experiments]] |
| − | :[[ Statistics with Tools (Calculators and Computers)]] | + | :[[ EBook/Statistics with Tools (Calculators and Computers)|Statistics with Tools (Calculators and Computers)]] |
== Chapter II: Describing, Exploring, and Comparing Data == | == Chapter II: Describing, Exploring, and Comparing Data == | ||
| − | :[[ Types of Data]] | + | :[[ EBook/Types of Data|Types of Data]] |
| − | :[[ Summarizing Data with Frequency Tables]] | + | :[[ EBook/Summarizing Data with Frequency Tables|Summarizing Data with Frequency Tables]] |
| − | :[[ Pictures of Data]] | + | :[[ EBook/Pictures of Data|Pictures of Data]] |
| − | :[[ Measures of Central Tendency]] | + | :[[ EBook/Measures of Central Tendency|Measures of Central Tendency]] |
| − | :[[ Measures of Variation]] | + | :[[ EBook/Measures of Variation|Measures of Variation]] |
| − | :[[ Measures of Shape]] | + | :[[ EBook/Measures of Shape|Measures of Shape]] |
| − | :[[ Statistics]] | + | :[[ EBook/ Statistics|Statistics]] |
| − | :[[ Graphs and Exploratory Data Analysis]] | + | :[[ EBook/Graphs and Exploratory Data Analysis]] |
== Chapter III: Probability == | == Chapter III: Probability == | ||
| − | :[[ Fundamentals]] | + | :[[ EBook/Fundamentals|Fundamentals]] |
| − | :[[ Rules for Computing Probabilities]] | + | :[[ EBook/Rules for Computing Probabilities|Rules for Computing Probabilities]] |
| − | :[[ Probabilities Through Simulations]] | + | :[[ EBook/Probabilities Through Simulations|Probabilities Through Simulations]] |
| − | :[[ Counting]] | + | :[[ EBook/Counting|Counting]] |
== Chapter IV: Probability Distributions == | == Chapter IV: Probability Distributions == | ||
| − | :[[ Random Variables]] | + | :[[ EBook/Random Variables|Random Variables]] |
| − | :[[ Expectation (Mean) and Variance]] | + | :[[ EBook/Expectation (Mean) and Variance|Expectation (Mean) and Variance]] |
| − | :[[ Bernoulli and Binomial Experiments]] | + | :[[ EBook/Bernoulli and Binomial Experiments|Bernoulli and Binomial Experiments]] |
| − | :[[ Multinomial Experiments]] | + | :[[ EBook/Multinomial Experiments|Multinomial Experiments]] |
| − | :[[ Geometric, Hypergeometric and Negative Binomial | + | :[[ EBook/Geometric, Hypergeometric and Negative Binomial|Geometric, Hypergeometric and Negative Binomial ]] |
| − | :[[ Poisson Distribution]] | + | :[[ EBook/Poisson Distribution|Poisson Distribution]] |
== Chapter V: Normal Probability Distribution == | == Chapter V: Normal Probability Distribution == | ||
| − | :[[ The Standard Normal Distribution]] | + | :[[ EBook/The Standard Normal Distribution|The Standard Normal Distribution]] |
| − | :[[ Nonstandard Normal Distribution: Finding Probabilities]] | + | :[[ EBook/Nonstandard Normal Distribution: Finding Probabilities|Nonstandard Normal Distribution: Finding Probabilities]] |
| − | :[[ Nonstandard Normal Distribution: Finding Scores (Critical Values)]] | + | :[[ EBook/Nonstandard Normal Distribution: Finding Scores (Critical Values)|Nonstandard Normal Distribution: Finding Scores (Critical Values)]] |
== Chapter VI: Relations Between Distributions == | == Chapter VI: Relations Between Distributions == | ||
| − | :[[ The Central Limit Theorem]] | + | :[[ EBook/The Central Limit Theorem|The Central Limit Theorem]] |
| − | :[[ Law of Large Numbers]] | + | :[[ EBook/Law of Large Numbers|Law of Large Numbers]] |
| − | :[[ Normal Distribution as Approximation to Binomial Distribution]] | + | :[[ EBook/Normal Distribution as Approximation to Binomial Distribution|Normal Distribution as Approximation to Binomial Distribution]] |
| − | :[[ Poisson Approximation to Binomial Distribution]] | + | :[[ EBook/Poisson Approximation to Binomial Distribution|Poisson Approximation to Binomial Distribution]] |
| − | :[[ Binomial Approximation to HyperGeometric]] | + | :[[ EBook/Binomial Approximation to HyperGeometric|Binomial Approximation to HyperGeometric]] |
| − | :[[ Normal Approximation to Poisson]] | + | :[[ EBook/Normal Approximation to Poisson|Normal Approximation to Poisson]] |
== Chapter VII: Point and Interval Estimates == | == Chapter VII: Point and Interval Estimates == | ||
| − | :[[ Estimating a Population Mean: Large Samples]] | + | :[[ EBook/Estimating a Population Mean: Large Samples|Estimating a Population Mean: Large Samples]] |
| − | :[[ Estimating a Population Mean: Small Samples]] | + | :[[ EBook/Estimating a Population Mean: Small Samples|Estimating a Population Mean: Small Samples]] |
| − | :[[ Student's T distribution]] | + | :[[ EBook/Student's T distribution|Student's T distribution]] |
| − | :[[ Estimating a Population Proportion]] | + | :[[ EBook/Estimating a Population Proportion|Estimating a Population Proportion]] |
| − | :[[ Estimating a Population Variance]] | + | :[[ EBook/Estimating a Population Variance|Estimating a Population Variance]] |
== Chapter VIII: Hypothesis Testing == | == Chapter VIII: Hypothesis Testing == | ||
| − | :[[ Fundamentals of Hypothesis Testing]] | + | :[[ EBook/Fundamentals of Hypothesis Testing|Fundamentals of Hypothesis Testing]] |
| − | :[[ Testing a Claim about a Mean: Large Samples]] | + | :[[ EBook/Testing a Claim about a Mean: Large Samples|Testing a Claim about a Mean: Large Samples]] |
| − | :[[ Testing a Claim about a Mean: Small Samples]] | + | :[[ EBook/Testing a Claim about a Mean: Small Samples|Testing a Claim about a Mean: Small Samples]] |
| − | :[[ Testing a Claim about a Proportion]] | + | :[[ EBook/Testing a Claim about a Proportion|Testing a Claim about a Proportion]] |
| − | :[[ Testing a Claim about a Standard Deviation or Variance]] | + | :[[ EBook/Testing a Claim about a Standard Deviation or Variance|Testing a Claim about a Standard Deviation or Variance]] |
== Chapter IX: Inferences From Two Samples == | == Chapter IX: Inferences From Two Samples == | ||
| − | :[[ Inferences About Two Means: Dependent Samples]] | + | :[[ EBook/Inferences About Two Means: Dependent Samples|Inferences About Two Means: Dependent Samples]] |
| − | :[[ Inferences About Two Means: Independent Samples]] | + | :[[ EBook/Inferences About Two Means: Independent Samples|Inferences About Two Means: Independent Samples]] |
| − | :[[ Comparing Two Variances]] | + | :[[ EBook/Comparing Two Variances|Comparing Two Variances]] |
| − | :[[ Inferences about Two Proportions]] | + | :[[ EBook/Inferences about Two Proportions|Inferences about Two Proportions]] |
== Chapter X: Correlation and Regression == | == Chapter X: Correlation and Regression == | ||
| − | :[[ Correlation]] | + | :[[ EBook/Correlation|Correlation]] |
| − | :[[ Regression]] | + | :[[ EBook/Regression|Regression]] |
| − | :[[ Variation and Prediction Intervals]] | + | :[[ EBook/Variation and Prediction Intervals|Variation and Prediction Intervals]] |
| − | :[[ Multiple Regression]] | + | :[[ EBook/Multiple Regression|Multiple Regression]] |
== Chapter XI: Analysis of Variance (ANOVA) == | == Chapter XI: Analysis of Variance (ANOVA) == | ||
| − | :[[ One-Way ANOVA ]] | + | :[[ EBook/One-Way ANOVA|One-Way ANOVA ]] |
| − | :[[ Two-Way ANOVA]] | + | :[[ EBook/Two-Way ANOVA|Two-Way ANOVA]] |
== Chapter XII: Non-Parametric Inference == | == Chapter XII: Non-Parametric Inference == | ||
| − | :[[ Differences of Medians (Centers) of Two Paired Samples]] | + | :[[ EBook/Differences of Medians (Centers) of Two Paired Samples|Differences of Medians (Centers) of Two Paired Samples]] |
| − | :[[ Differences of Medians (Centers) of Two Independent Samples]] | + | :[[ EBook/Differences of Medians (Centers) of Two Independent Samples|Differences of Medians (Centers) of Two Independent Samples]] |
| − | :[[ Differences of Proportions of Two Samples]] | + | :[[ EBook/Differences of Proportions of Two Samples|Differences of Proportions of Two Samples]] |
| − | :[[ Differences of Means of Several Independent Samples]] | + | :[[ EBook/Differences of Means of Several Independent Samples|Differences of Means of Several Independent Samples]] |
| − | :[[ Differences of Variances of Two Independent Samples]] | + | :[[ EBook/Differences of Variances of Two Independent Samples|Differences of Variances of Two Independent Samples]] |
== Chapter XIII: Multinomial Experiments and Contingency Tables == | == Chapter XIII: Multinomial Experiments and Contingency Tables == | ||
| − | :[[ Multinomial Experiments: Goodness-of-Fit]] | + | :[[ EBook/Multinomial Experiments: Goodness-of-Fit|Multinomial Experiments: Goodness-of-Fit]] |
| − | :[[ Contingency Tables: Independence and Homogeneity]] | + | :[[ EBook/Contingency Tables: Independence and Homogeneity|Contingency Tables: Independence and Homogeneity]] |
== Additional EBook Chapters (under Development) == | == Additional EBook Chapters (under Development) == | ||
Revision as of 16:18, 7 March 2008
Note: current version of this book can be found at http://wiki.stat.ucla.edu/socr/index.php/EBook
Contents
- 1 Table of contents
- 1.1 Preface
- 1.2 Chapter I: Introduction to Statistics
- 1.3 Chapter II: Describing, Exploring, and Comparing Data
- 1.4 Chapter III: Probability
- 1.5 Chapter IV: Probability Distributions
- 1.6 Chapter V: Normal Probability Distribution
- 1.7 Chapter VI: Relations Between Distributions
- 1.8 Chapter VII: Point and Interval Estimates
- 1.9 Chapter VIII: Hypothesis Testing
- 1.10 Chapter IX: Inferences From Two Samples
- 1.11 Chapter X: Correlation and Regression
- 1.12 Chapter XI: Analysis of Variance (ANOVA)
- 1.13 Chapter XII: Non-Parametric Inference
- 1.14 Chapter XIII: Multinomial Experiments and Contingency Tables
- 1.15 Additional EBook Chapters (under Development)
Table of contents
Preface
Chapter I: Introduction to Statistics
- The Nature of Data and Variation
- Uses and Abuses of Statistics
- Design of Experiments
- Statistics with Tools (Calculators and Computers)
Chapter II: Describing, Exploring, and Comparing Data
- Types of Data
- Summarizing Data with Frequency Tables
- Pictures of Data
- Measures of Central Tendency
- Measures of Variation
- Measures of Shape
- Statistics
- EBook/Graphs and Exploratory Data Analysis
Chapter III: Probability
Chapter IV: Probability Distributions
- Random Variables
- Expectation (Mean) and Variance
- Bernoulli and Binomial Experiments
- Multinomial Experiments
- Geometric, Hypergeometric and Negative Binomial
- Poisson Distribution
Chapter V: Normal Probability Distribution
- The Standard Normal Distribution
- Nonstandard Normal Distribution: Finding Probabilities
- Nonstandard Normal Distribution: Finding Scores (Critical Values)
Chapter VI: Relations Between Distributions
- The Central Limit Theorem
- Law of Large Numbers
- Normal Distribution as Approximation to Binomial Distribution
- Poisson Approximation to Binomial Distribution
- Binomial Approximation to HyperGeometric
- Normal Approximation to Poisson
Chapter VII: Point and Interval Estimates
- Estimating a Population Mean: Large Samples
- Estimating a Population Mean: Small Samples
- Student's T distribution
- Estimating a Population Proportion
- Estimating a Population Variance
Chapter VIII: Hypothesis Testing
- Fundamentals of Hypothesis Testing
- Testing a Claim about a Mean: Large Samples
- Testing a Claim about a Mean: Small Samples
- Testing a Claim about a Proportion
- Testing a Claim about a Standard Deviation or Variance
Chapter IX: Inferences From Two Samples
- Inferences About Two Means: Dependent Samples
- Inferences About Two Means: Independent Samples
- Comparing Two Variances
- Inferences about Two Proportions
Chapter X: Correlation and Regression
Chapter XI: Analysis of Variance (ANOVA)
Chapter XII: Non-Parametric Inference
- Differences of Medians (Centers) of Two Paired Samples
- Differences of Medians (Centers) of Two Independent Samples
- Differences of Proportions of Two Samples
- Differences of Means of Several Independent Samples
- Differences of Variances of Two Independent Samples
