Statistics Book for Class 14
Table of Content for: Khyber Pakhtunkhwa Board > Class 14 > Statistics (Total Videos: 693 )
Chapter 1: Presentation of Data
- 1.1: Exploring and Interpreting Data (9 videos)
- 1.2: Frequency Distribution (4 videos)
- 1.3: Measurement Scales (4 videos)
- 1.4: Charts/Diagrams (9 videos)
- 1.5: Graphs (11 videos) . . .
Chapter 2: Measures of Central tendency or Ave
- 2.1: Measuring Averages (2 videos)
- 2.2: Arithematic Mean (12 videos)
- 2.3: Weighted/Combined Mean (7 videos)
- 2.4: Median and Quantiles (18 videos)
- 2.5: Mode (1 videos) . . .
Chapter 3: Measures of Dispersion, Moments and
- 3.1: Dispersion (2 videos)
- 3.2: Measures of Dispersion (38 videos)
- 3.3: Coefficient of Dispersion (14 videos)
- 3.4: Combined Variance (2 videos)
- 3.5: Trimmed and Winsorized Measures (1 videos) . . .
Chapter 4: Index Numbers
- 4.1: Introduction to Index Numbers (3 videos)
- 4.2: Construct Price Index Numbers (3 videos)
- 4.3: Unweighted and Weighted Price Index Num (13 videos)
- 4.4: Quantity Index Numbers (5 videos)
- 4.5: Value Index (1 videos) . . .
Chapter 5: Probability
- 5.1: Set Theory (5 videos)
- 5.2: Algebra of Sets (8 videos)
- 5.3: Counting Techniques (8 videos)
- 5.4: Basic Probability (12 videos)
- 5.5: Addition Law for Probability (8 videos) . . .
Chapter 6: Random Variables
- 6.1: Random Variables (2 videos)
- 6.2: The Cummulative Distribution Function (4 videos)
- 6.3: Discrete Probability Distribution (6 videos)
- 6.4: Continuous Probability Distribution (12 videos)
- 6.5: Joint Distribution (15 videos) . . .
Chapter 7: Discrete Probability Distributions
- 7.1: The Bernoulli and Binomial Distributions (28 videos)
- 7.2: The Hypergeometric Distribution (7 videos)
- 7.3: The Poisson Distribution (22 videos)
- 7.4: The Negative Binomial Distribution (4 videos)
- 7.5: The Geometric Distribution (8 videos) . . .
Chapter 8: Continuous Probability Distributions
- 8.1: Uniform Distribution (6 videos)
- 8.2: Exponential Distribution (10 videos)
- 8.3: Normal Distribution (31 videos)
Chapter 9: Method of Least Squares and Curve F
- 9.1: Approximating Line by MLS (1 videos)
- 9.2: Approximating Curves by MLS (6 videos)
Chapter 10: Simple Regression and Correlation
- 10.1: Regression Analysis (7 videos)
- 10.2: Correlation (9 videos)
- 10.3: Rank Correlation (3 videos)
Chapter 11: Multiple Regression and Correlation
- 11.1: Multiple Regression (6 videos)
- 11.2: Partial Correlation (2 videos)
Chapter 12: Analysis of Time Series
- 12.1: Time Series (2 videos)
- 12.2: Components of a Time Series (4 videos)
- 12.3: Estimation of Secular Trend (9 videos)
- 12.4: Estimation of Seasonal Variations (8 videos)
- 12.5: Analysing the Cyclical and Irregular Va (2 videos) . . .
Chapter 13: Sampling and Sampling Distribution
- 13.1: Introducing Basic Concepts (12 videos)
- 13.2: Probability and Non-probability Sampling (8 videos)
- 13.3: Errors in Sampling (3 videos)
- 13.4: Sampling and Sampling Distribution (6 videos)
- 13.5: Sampling Distribution of Sample Means (8 videos) . . .
Chapter 14: Statistical Inference:Estimation
- 14.1: Introducing Statistical Inference (7 videos)
- 14.2: Maximum Likelihood Estimator (2 videos)
- 14.3: Method of Moments (1 videos)
- 14.4: Unbiased Estimator (2 videos)
- 14.5: Confidence Interval (10 videos)
Chapter 15: Statistical Inference:Hypothesis Te
- 15.1: Basic Concepts (16 videos)
- 15.2: Test of Hypothesis about Population Mean (2 videos)
- 15.3: Test of Hypothesis About Population Pro (2 videos)
- 15.4: Test of Hypothesis About the Difference (4 videos)
- 15.5: Testing Hypothesis about Standard Devia (4 videos)
Chapter 16: The Student's t Distribution
- 16.1: The t Distribution (8 videos)
- 16.2: Paired t-test (2 videos)
Chapter 17: The Chi-Square Distribution
- 17.1: The Chi-Square Distribution (8 videos)
- 17.2: Goodness of Fit Test (1 videos)
- 17.3: Contingency Tables (4 videos)
- 17.4: Tests of Homogeneity (3 videos)
Chapter 18: The F Distribution
- 18.1: The F Distribution (3 videos)
Chapter 19: Analysis of Variance(ANOVA)
- 19.1: Analysis of Variance (1 videos)
- 19.2: One Way ANOVA (2 videos)
- 19.3: Two Way ANOVA (4 videos)
- 19.4: Multiple Comparison Tests (2 videos)
Total Sections: 4 | Total Videos: 9
Chapter 20: Experimental Designs
- 20.1: Experimental Designs (2 videos)
- 20.2: Completely Randomized Design (2 videos)
- 20.3: The randomized Complete Block Design (3 videos)
- 20.4: The Latin Square Design (2 videos)
Total Sections: 4 | Total Videos: 9
Chapter 21: Statistical Inference in Regression
- 21.1: Confidence interval in Regression (4 videos)
- 21.2: Hypothesis Testing in the Regression (4 videos)
- 21.3: Hypothesis Testing in Correlation (6 videos)
Total Sections: 3 | Total Videos: 14
