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Elements of Statistics

External

Elements of Statistics

Statistics
Author
The Math Department
Publisher
Fort Hays State University
Source
LibreTexts
License
CC0 / Public domain
Language
EN
Category
Basic Sciences
Read online Download PDF (open licence)
Contents· 54 sections
  1. 01: Introduction to Statistics
  2. 1.01: What is Statistics
  3. 1.02: Importance of Statistics
  4. 1.03: Two Realms of Statistics- Descriptive and Inferential
  5. 1.04: Sampling Methods
  6. 1.05: Variables
  7. 1.06: Levels of Measurement
  8. 02: Descriptive Statistics
  9. 2.01: Descriptive Statistics and Distributions
  10. 2.02: Using and Understanding Graphs
  11. 2.03: Histograms
  12. 2.04: Box Plots Quartiles and Percentiles
  13. 2.05: Measures of Central Tendency
  14. 2.06: Measures of Dispersion
  15. 2.07: Distributions- Using Centrality and Variability Together
  16. 2.08: Measures of Median and Mean on Grouped Data
  17. 2.8.01: Measures of Median and Mean - Grouped Data Loss of Information - Optional Material
  18. 2.09: Measures of Variance and Standard Deviation on Grouped Data
  19. 2.9.01: Measures of Variance and Standard Deviation - Loss of Information - Optional Material
  20. 03: Probability
  21. 3.01: Introduction to Probability
  22. 3.02: Counting Strategies
  23. 3.2.01: Counting with Indistinguishable Objects - Optional Material
  24. 3.03: Counting and Compound Events
  25. 3.04: Probability and Compound Events
  26. 04: Probability Distributions
  27. 4.01: Random Variables
  28. 4.02: Analyzing Discrete Random Variables
  29. 4.03: Binomial Distributions
  30. 4.3.01: Multinomial Distributions - Optional Material
  31. 4.04: Continuous Probability Distributions
  32. 4.05: Common Continuous Probability Distributions
  33. 4.06: Accumulation Functions And Area Measures in Normal Distributions
  34. 05: Sampling Distributions
  35. 5.01: Introduction to Sampling Distributions
  36. 5.02: Sampling Distribution of Sample Means
  37. 5.03: Sampling Distribution of Sample Proportions
  38. 5.04: Sampling Distribution of Sample Variances - Optional Material
  39. 06: Confidence Intervals
  40. 6.01: Introduction to Confidence Intervals
  41. 6.02: Confidence Intervals for Proportions
  42. 6.03: Confidence Intervals for Means (Sigma Known)
  43. 6.04: Confidence Interval for Means (Sigma Unknown)
  44. 6.05: Confidence Intervals for Variances - Optional Material
  45. 07: Hypothesis Testing
  46. 7.01: Introduction to Hypothesis Testing
  47. 7.02: Claims on Population Means
  48. 7.03: Claims on Dependent Paired Variables
  49. 7.04: Claims on Population Proportions
  50. 7.05: Claims on Population Variances - Optional Material
  51. 08: Linear Correlation and Regression
  52. 8.01: Introduction to Bivariate Quantitative Data
  53. 8.02: Linear Correlation
  54. 8.03: Introduction to Simple Linear Regression