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"Statistics is the branch of study in which there is a practice of developing human knowledge by using empirical data expressed in quantitative form. Statistics are generally considered a distinct mathematical study and not a branch of mathematics. The whole process of statistical analysis involves the collection of data and then summarizing the data into a readable numerical form. Statistics has tools for forecasting through the use of data and statistical models. Statistics is a study which is applicable to various academic subjects such as Finance, Insurance, and Economics. "
Statistics means, “aggregate of facts affected to marked extent by multiplicity of causes, numerically expressed, enumerated or estimated according to a reasonable standard of accuracy, collected in a systematic manner for a predetermined purpose and placed in relation to each other.”- Horace
Statistics is all about deciphering the result from the huge complex data’s. It is a tool to understand and measure the facts in the world around us better, where we measure a sample from a large population, using the statistical methods accordingly. Researchers, Doctors, Scientists, Government, Economists and many others use its benefits for coming on the conclusions.
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Topics we cover:Measures of central tendency, Dispersion, Skewness, Kurtosis, Probability, Probability Distributions, Regression analysis, Correlation analysis, Random Sample generation, Karl Pearson, Maximum Likelihood Estimation, Bayes Theorem, Binomial Distribution, Probability, Expectation Theory, Hypothesis test, Normal Distribution, Conjoint Analysis, ANOVA, Chi-square Test, Z-test, T-test, Linear Programming Problems, Factor Analysis, Principal Components, Confidence Intervals, Time Series Analysis, Sampling Theory, etc
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- Analysis of Variance
- Bayesian Estimation
- Binomial Distribution
- Biostatistics
- Chi Square Distributions
- Coefficient of Variance
- Forecasting
- Game Theory
- Hypothesis Testing
- Index Numbers
- kurtosis
- Linear Programming
- Markov Analysis
- Mean
- Median
- Mode
- Normal Distribution
- Operations Research
- Percentiles and Quartiles
- Poisson Distributions
- Program Evaluation & Review Technique
- Queueing Theory
- R Software
- Sampling Theory
- Simplex Method
- Simulation
- Skewness
- SPSS
- Standard Deviation
- STATA
- Theory of Probability
- Transportation Problem
- Tree Diagrams
- Variance
- Vital Statistics
- What Is a Time Series
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