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| Introduction | |
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| What is Statistics? | |
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| Variables | |
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| Functions | |
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| Frequency Distributions | |
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| Data Description: Graphs | |
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| Class Intervals and Class Limits | |
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| Frequency Histograms and Relative Frequency Histograms | |
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| Cumulative Frequency Distributions | |
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| Types of Frequency Curves | |
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| Numerical Methods of Describing Data | |
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| Introduction | |
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| Notation and Definitions of Means | |
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| Measures of Central Tendency | |
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| Quiz: Introduction - Numerical Methods of Describing Data | |
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| Measures of Variability | |
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| Range and Percentiles | |
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| Measures of Dispersion | |
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| Simplified Methods For Computing the Standard Deviation and Variance | |
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| Coding Methods | |
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| Moments and Parameters of Distributions | |
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| Moments | |
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| Coefficients of Skewness: Kurtosis | |
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| Probability Theory: Basic Definitions and Theorems | |
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| Classical Definition of Probability | |
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| Relative Frequency: Large Numbers | |
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| Independent and Dependent Events: Conditional Probability | |
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| The Calculus of Probability | |
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| Probability Distributions | |
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| Combinational Analysis | |
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| Set Theory and Probability | |
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| Quiz: Measures of Variability-Probability Theory | |
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| Distributions | |
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| The Binomial Distribution | |
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| The Multinomial Distribution | |
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| The Normal Distribution | |
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| The Poisson Distribution | |
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| Quiz: Distributions | |
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| Sampling Theory | |
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| Sampling | |
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| Sampling Distributions | |
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| The Central Limit Theorem | |
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| Sampling Distribution of Proportions | |
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| Sampling Distributions of Sums and Differences | |
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| Standard Errors | |
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| Statistical Inference: Large Samples | |
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| Estimation of Parameters | |
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| Point Estimation of [mu] | |
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| Interval Estimation of [mu] | |
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| Test of Hypothesis | |
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| Quiz: Sampling Theory-Statistical Inference | |
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| Statistical Inference: Small Samples | |
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| Small Samples | |
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| Student's t Distribution | |
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| Tests of Hypotheses and Signficance | |
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| The Chi-Square Distribution | |
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| Control Charts | |
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| Mathematical Models Relating Independent and Dependent Variables | |
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| Relationships Between Variables | |
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| Probabilistic Models | |
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| The Method of Least Squares | |
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| General Linear Model Inferences: Correlation Theory | |
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| Introduction | |
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| Single Parameter | |
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| Correlation | |
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| Computational Formulas | |
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| Quiz: Statistical Inference - General Linear Model Inferences: Correlation Theory | |
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| Experimental Design | |
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| Design of an Experiment | |
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| Completely Randomized Design | |
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| Count Data: The Chi-Square Test | |
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| Count Data | |
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| Definition of X[superscript 2] | |
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| Contingency Tables | |
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| Yates' Correction Factor: Some Helpful Formulas | |
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| Time Series | |
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| Time Series | |
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| Relatives and Indices | |
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| Analysis of Time Series | |
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| Moving Averages | |
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| Quiz: Experimental Design - Time Series | |