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MAT1140: Introduction to Statistics

Nguồn ngoài

MAT1140: Introduction to Statistics

Statistics
Tác giả
Jocelyn J Menecio
Nhà xuất bản
Prince George's Community College
Nguồn
LibreTexts
Ngôn ngữ
EN
Danh mục
Khoa học cơ bản
Đọc trực tuyến Tải PDF (nguồn mở)
Mục lục· 100 mục
  1. 01: Sampling and Data
  2. 1.01: Introduction
  3. 1.1.01: Definitions of Statistics Probability and Key Terms
  4. 1.02: Data Sampling and Variation in Data and Sampling
  5. 1.2.01: Sampling Experiment (Worksheet)
  6. 1.03: Experimental Design and Ethics
  7. 02: Descriptive Statistics
  8. 2.01: Prelude to Descriptive Statistics
  9. 2.02: Frequency Frequency Tables and Levels of Measurement
  10. 2.2.01: Data Collection Experiment (Worksheet)
  11. 2.2.E: Sampling and Data (Exercises)
  12. 2.03: Stem-and-Leaf Graphs (Stemplots) Line Graphs and Bar Graphs
  13. 2.04: Histograms Frequency Polygons and Time Series Graphs
  14. 2.05: Measures of the Location of the Data
  15. 2.5E: Measures of the Location of the Data (Exercises)
  16. 2.06: Box Plots
  17. 2.07: Measures of the Center of the Data
  18. 2.08: Skewness and the Mean Median and Mode
  19. 2.09: Measures of the Spread of the Data
  20. 2.10: Descriptive Statistics (Worksheet)
  21. 2.E: Descriptive Statistics (Exercises)
  22. 03: Discrete Random Variables
  23. 3.01: Prelude to Discrete Random Variables
  24. 3.02: Probability Distribution Function (PDF) for a Discrete Random Variable
  25. 3.03: Mean or Expected Value and Standard Deviation
  26. 3.04: Binomial Distribution
  27. 3.05: Geometric Distribution
  28. 3.06: Discrete Distribution (Playing Card Experiment)
  29. 3.07: Discrete Distribution (Lucky Dice Experiment)
  30. 3.E: Discrete Random Variables (Exercises)
  31. 04: The Normal Distribution
  32. 4.01: Prelude to The Normal Distribution
  33. 4.02: The Standard Normal Distribution
  34. 4.2E: The Standard Normal Distribution (Exercises)
  35. 4.03: Using the Normal Distribution
  36. 4.04: Normal Distribution - Lap Times (Worksheet)
  37. 4.05: Normal Distribution - Pinkie Length (Worksheet)
  38. 4.E: The Normal Distribution (Exercises)
  39. 05: The Central Limit Theorem
  40. 5.01: Prelude to the Central Limit Theorem
  41. 5.02: The Central Limit Theorem for Sample Means (Averages)
  42. 5.2E: The Central Limit Theorem for Sample Means (Exercises)
  43. 5.03: The Central Limit Theorem for Sums
  44. 5.04: Using the Central Limit Theorem
  45. 5.4E: Using the Central Limit Theorem (Exercises)
  46. 5.05: Central Limit Theorem - Pocket Change (Worksheet)
  47. 5.06: Central Limit Theorem - Cookie Recipes (Worksheet)
  48. 5.E: The Central Limit Theorem (Exercises)
  49. 06: Confidence Intervals
  50. 6.01: Prelude to Confidence Intervals
  51. 6.02: A Single Population Mean using the Normal Distribution
  52. 6.2E: A Single Population Mean using the Normal Distribution (Exercises)
  53. 6.03: A Single Population Mean using the Student t-Distribution
  54. 6.04: A Population Proportion
  55. 6.05: Confidence Interval - Home Costs (Worksheet)
  56. 6.06: Confidence Interval -Place of Birth (Worksheet)
  57. 6.07: Confidence Interval -Women's Heights (Worksheet)
  58. 6.E: Confidence Intervals (Exercises)
  59. 6.S: Confidence Intervals (Summary)
  60. 07: Hypothesis Testing with One Sample
  61. 7.01: Prelude to Hypothesis Testing
  62. 7.02: Null and Alternative Hypotheses
  63. 7.2E: Null and Alternative Hypotheses (Exercises)
  64. 7.03: Outcomes and the Type I and Type II Errors
  65. 7.3E: Outcomes and the Type I and Type II Errors (Exercises)
  66. 7.04: Distribution Needed for Hypothesis Testing
  67. 7.4E: Distribution Needed for Hypothesis Testing (Exercises)
  68. 7.05: Rare Events the Sample Decision and Conclusion
  69. 7.5E: Rare Events the Sample Decision and Conclusion (Exercises)
  70. 7.06: Additional Information and Full Hypothesis Test Examples
  71. 7.07: Hypothesis Testing of a Single Mean and Single Proportion (Worksheet)
  72. 7.08: Test of a Single Variance
  73. 7.8.01: Facts About the Chi-Square Distribution
  74. 7.E: Hypothesis Testing with One Sample (Exercises)
  75. 08: Hypothesis Testing with Two Samples
  76. 8.01: Prelude to Hypothesis Testing with Two Samples
  77. 8.02: Two Population Means with Unknown Standard Deviations
  78. 8.03: Two Population Means with Known Standard Deviations
  79. 8.04: Comparing Two Independent Population Proportions
  80. 8.05: Matched or Paired Samples
  81. 8.06: Hypothesis Testing for Two Means and Two Proportions (Worksheet)
  82. 8.E: Hypothesis Testing with Two Samples (Exercises)
  83. 09: Linear Regression and Correlation
  84. 9.01: Prelude to Linear Regression and Correlation
  85. 9.02: Linear Equations
  86. 9.2E: Linear Equations (Exercises)
  87. 9.03: Scatter Plots
  88. 9.3E: Scatter Plots (Exercises)
  89. 9.04: The Regression Equation
  90. 9.4E: The Regression Equation (Exercise)
  91. 9.05: Testing the Significance of the Correlation Coefficient
  92. 9.5E: Testing the Significance of the Correlation Coefficient (Exercises)
  93. 9.06: Prediction
  94. 9.6E: Prediction (Exercises)
  95. 9.07: Outliers
  96. 9.7E: Outliers (Exercises)
  97. 9.08: Regression - Distance from School (Worksheet)
  98. 9.09: Regression - Textbook Cost (Worksheet)
  99. 9.10: Regression - Fuel Efficiency (Worksheet)
  100. 9.E: Linear Regression and Correlation (Exercises)