Introduction to Statistics and Data Analysis with SAS
- Offered byEduonix
Introduction to Statistics and Data Analysis with SAS at Eduonix Overview
Duration | 7 hours |
Total fee | ₹199 |
Mode of learning | Online |
Schedule type | Self paced |
Credential | Certificate |
Introduction to Statistics and Data Analysis with SAS at Eduonix Highlights
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Introduction to Statistics and Data Analysis with SAS at Eduonix Course details
- Introduction to data
- Population & sample, variable types, sources of bias
- Data stimulation in SAS & calculation margin of error
- Bar charts, histograms, box plots, Q-Q plots
- Relationship between mean, median, skewness, and standard deviations
- Understanding bivariate data sets
- Probability: Distributions and thinking about the chance
- Inference: Hypothesis Testing and Statistical Significance
- Modeling: Linear regression and analysis of variance
- A project involving univariate and bivariate analyses, linear model
- SAS is in the market for around 2 decades & has become an industry leader for providing a new generation of business intelligence software
- This software allows you to generate insights even from the most complex data
- The knowledge of this tool empowers you to leverage data & data science for advanced analytics that can help any organization significantly
- You will implement all the concepts in real-time using SAS Studio Software
- This course will help you in understanding SAS & using it for any given project from scratch
- The 2nd part will be the most advanced part that will cover the probability and statistical inference, as well as how to create and interpret linear regression and ANOVA models
Introduction to Statistics and Data Analysis with SAS at Eduonix Curriculum
Learning from Data
Introduction to SAS Studio
Population Vs Sample
Types of Data
Bias In Sampling Methods
Sampling Methods Demonstrated
Sampling Variability And Margin Of Error
Sampling Variability Demonstration
Lab Introduction
Lab Solutions
Learning from Single Variables
Introduction
Bar Charts
Frequency Counts And Percentages
Bar Charts Demonstration
Five Number Summary
Boxplots
Five Number Summary Demonstration
Boxplot Demonstration
Calculation Mean
Standard Deviation
Skew
Mean Sd Skew Demonstration
Relationship Between Mean Median And Skew
Demonstration: Mean Median And Skew Relationship
The Empirical Rule
Empirical Rule Demonstration
Lab Introduction
Lab Solutions
Exploration- Learning from pairs of variables
Introduction
Way Frequency Tables - 1
Stacked Bar Charts
Way Tables Demonstration
Stacked Bar Charts Demo
Grouped Boxplots
Grouped Boxplots Demonstration
Paneled And Overlapped Histograms Demonstration
Scatterplots
Correlation
Scatterplot And Correlation Demonstration
Line Of Best Fit
Smoothing Curves
Line Of Best Fit And Smoothing Curve Demonstration
Lab Introduction
Lab Solutions
Probability: Distributions and Thinking about chance
Introduction
Randomness And Probability
Randomness And Probability Demonstration
The Myth Of The Coincidence
The Myth Of Short Term Regularity
The Myth Of The Law Of Averages
Probability Distributions
Expected Value
Mean Vs Expected Value
Cumulative Probability
Probability Rules
The Normal Distribution
Normal Distribution Demonstration
Finding Probabilities On A-Z Table
Standard Normal Table In SAS
Lab Introduction
Lab Solutions
Interference: Hypothesis Testing and Statistical Significance
Introduction
Sampling Distribution for Proportions
Sampling Distribution for Proportions Demonstration
Confidence Intervals for Proportions
Confidence Interval for Proportions Demonstration
Hypothesis Test with Proportions
Hypothesis Tests for Proportions Demonstration
Sampling Distribution for a Mean
Sampling Distribution for Mean Demonstration
Confidence Interval for a Mean
Confidence Interval for Sample Mean Demonstration
Hypothesis Test for a Mean
Hypothesis Test for Sample Mean Demonstration
Lab Introduction
Lab Solutions
Project
Project Solutions
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