Interactive Lecture Notes for Introductory Statistics

Mathematics

Tác giả: Anton Butenko
Nhà xuất bản: Mt. San Jacinto College
Nguồn: LibreTexts
Ngôn ngữ: EN
Danh mục: Khoa học cơ bản

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Mục lục· 76 mục

01: Introduction to Statistics
1.01: Introduction to Statistics
1.02: Sampling Designs
1.03: Experimental Designs
1.04: Types of Data
02: Visual Summaries of Data
2.01: Visual Summaries of Qualitative Data
2.02: Visual Summaries of Quantitative Data
2.03: Other Charts
2.04: Distribution Shapes
2.05: Organizing Bivariate Data
2.06: Misleading Graphs
03: Numerical Summaries of Data
3.01: Measures of Center
3.02: Parameter and Statistic
3.03: Measures of Variation
3.04: Interpreting the Mean and Standard Deviation
3.05: Measures of Relative Standing
3.06: Five-Number Summaries and Boxplots
04: Probability Concepts
4.01: Introduction to Probability
4.02: Finding the Probability
4.03: Probability Rules
4.04: Probabilities from Frequency Tables
4.05: Conditional Probability and Multiplication Rules
05: Combinatorics Concepts
5.01: Introduction to Combinatorics
5.02: Permutations and Combinations
5.03: Tossing a Coin
06: Discrete Random Variables
6.01: Discrete Random Variables
6.02: Applications of Discrete Random Variables
6.03: Binomial Random Variables
07: Continuous Random Variables
7.01: New Page
7.02: New Page
7.03: New Page
08: Normal Distributions
8.01: Normal Random Variables
8.02: Applications of Normal Random Variables
8.03: Normality Plots
8.04: Approximating Binomial Random Variables
09: The Central Limit Theorem
9.01: The Central Limit Theorem for Sample Means
9.02: The Central Limit Theorem for Sample Sums
9.03: The Central Limit Theorem for Sample Proportions
10: Estimating Parameters
10.01: Estimating the Population Mean
10.02: The One Mean T Procedure
10.03: The One Proportion Z Procedure
10.04: The One Variance Chi-Squared Procedure
10.05: The Summary of Confidence Intervals
11: Hypothesis Testing
11.01: One Mean Z Test
11.02: One Mean T Test
11.03: One Proportion Z Test
11.04: One Variance Chi-Squared Test
11.05: The Summary of Hypothesis Testing for One Parameter
12: Inferences about Two Parameters
12.01: Two Variances F Test
12.02: Two Proportions Z Test
12.03: Two Means Z Test
12.04: Two Means T Pooled Tesst
12.05: Two Means T Non-Pooled Test
12.06: Two Paired Means T Test
12.07: The Summary of Hypothesis Testing for Two Parameters
13: Chi-Squared Procedures
13.01: The Goodness-of-Fit Test
13.02: Homogeneity Test
13.03: Test for Independence
14: ANOVA Procedures
14.01: One-Way ANOVA
14.02: Two-Way ANOVA
15: Regression Analysis
15.01: Introduction to Regression Analysis
15.02: Linear Regression Analysis