Notes of statistical analysis
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ONE SHOT : Statistical Analysis
ONE SHOT notes for Statistical Analysis. All units are covered in this note.
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Unit 1 Toppers Handwritten Notes : Statistical Analysis
Toppers Handwritten Notes for Statistical Analysis unit 1.
Unit 1: Statistical Analysis
Descriptive Statistics– Measure of central tendency-Mean- Arithmetic mean, Geometric mean and Harmonic mean with its Mathematical properties, Properties of mean, Median and mode, Relationship among mean, median and mode, Measure of dispersion – standard deviation, Variance, Covariance and its properties, Coefficient of variation, Quartiles, Quartile deviation and Mean deviation.
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Unit 2 Toppers Handwritten Notes : Statistical Analysis
Toppers Handwritten Notes for Statistical Analysis unit 2.
Unit 2: Statistical Analysis
Random variables- Discrete and Continuous random variables, Mass and Density function (pmf, pdf), Cumulative Distribution function, Expectation of a random variables, Expectation of random variable in terms of variance, Introduction to probability theory, Trial and Event, law of probability theory, Introduction to Conditional probability.
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Unit 3 Toppers Handwritten Notes : Statistical Analysis
Toppers Handwritten Notes for Statistical Analysis unit 3.
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Unit 3: Statistical Analysis
Discrete Distribution- Binomial, Poisson distribution with mean variance, Moment generating function.Continuous Distribution- Normal and Exponential Distribution with mean variance, Moment generating function.
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Unit 4 Quiz : Statistical Analysis
Quiz for Statistical Analysis unit 4: Curve fitting, Linear and Nonlinear curves, Correlation, Regression analysis and properties.
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Unit 4 Toppers Handwritten Notes : Statistical Analysis
Toppers Handwritten Notes for Statistical Analysis unit 4.
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Unit 4: Statistical Analysis
Curve fitting (Method of Least Square), linear and nonlinear curves, Correlation, Karl Pearson’s Coefficient of Correlation, Spearman’s Rank Correlation Coefficient, Linear Regression, Regression coefficients, Properties of regression curve.
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Unit 5 Quiz : Statistical Analysis
Test your knowledge on hypothesis testing, statistical assumptions, significance levels, error types, and various statistical tests including Chi-Square, t-test, F-test, and ANOVA.
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Unit 5 Toppers Handwritten Notes : Statistical Analysis
Toppers Handwritten Notes for Statistical Analysis unit 5.
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Unit 5: Statistical Analysis
Introduction to testing of hypothesis, Statistical assumptions, Level of significance, Confidence level, Type I Error, Type II error, Critical value, Power of the test, sampling distribution, ChiSquare test, small sample test – t test for one and two sample mean, F test, Fisher Z test of population variance, Introduction to one way and two way analysis of variance (ANOVA).