Home Archive by Category "Statistics" (Page 2)

# Statistics

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### A Simple Introduction to ANOVA (with applications in Excel)

Introduction Buying a new product or testing a new technique but not sure how it stacks up against the alternatives? It’s an all too …

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### A Guide To Conduct Analysis Using Non-Parametric Statistical Tests

Introduction The average salary package of an economics honors graduate at Hansraj College during the end of the 1980s was around INR 1,000,000 p.a. …

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### Bayesian Statistics explained to Beginners in Simple English

Overview The drawbacks of frequentist statistics lead to the need for Bayesian Statistics Discover Bayesian Statistics and Bayesian Inference There are various methods to …

### Practical Guide to Principal Component Analysis (PCA) in R & Python

Overview Learn the widely used technique of dimension reduction which is Principal Component Analysis (PCA) Extract the important factors from the data with the …

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### A comprehensive beginner’s guide to create a Time Series Forecast (with Codes in Python and R)

Overview Learn the steps to create a Time Series forecast Additional focus on Dickey-Fuller test & ARIMA (Autoregressive, moving average) models Learn the concepts …

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### A Complete Tutorial on Ridge and Lasso Regression in Python

Overview Ridge and Lasso Regression are types of Regularization techniques Regularization techniques are used to deal with overfitting and when the dataset is large …

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### A Complete Tutorial on Time Series Modeling in R

Overview Time Series Analysis and Time Series Modeling are powerful forecasting tools A prior knowledge of the statistical theory behind Time Series is useful …

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### Simple Yet Powerful Excel Tricks for Analyzing Data

Overview Microsoft Excel is one of the most widely used tools for data analysis Data Analysis with Excel serves as a precursor to Data …

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### 7 Regression Techniques you should know!

Overview Learn about the different regression types in machine learning, including linear and logistic regression Each regression technique has its own regression equation and … Download Resource Download Resource