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EncartaLabs

Introduction to Statistical Concepts

( Duration: 1 Day )

The Introduction to Statistical Concepts training course covers basic statistical concepts that are critical for understanding and using statistical methods. This course explains what statistics is and why it is important to understand the characteristics of your data.

By attending Introduction to Statistical Concepts workshop, delegates will learn to:

  • Examining data distributions
  • Obtaining and interpreting sample statistics using the UNIVARIATE and MEANS procedures
  • Examining data distributions graphically in the UNIVARIATE and SGPLOT procedures
  • Constructing confidence intervals
  • Performing simple tests of hypothesis

This Introduction to Statistical Concepts class is ideal for Anyone who wants to learn the basics of statistics.

COURSE AGENDA

1

Basic Statistical Concepts

  • Descriptive and inferential statistics
  • Populations and samples
  • Parameters and statistics
  • Uses of variables: independent and dependent
  • Types of variables: quantitative and categorical
  • Scales of measurement (nominal, ordinal, interval, and ratio)
  • Statistical methods
2

Descriptive Statistics

  • Describing your data
  • Measures of location
  • Percentiles
  • Measures of variability
3

Picturing Your Data

  • Picturing your data: histogram
  • Normal distribution
  • Assessing normality
  • Measures of shape: skewness
  • Measures of shape: kurtosis
  • Normal probability plots
  • Box plots
  • Comparing distributions
4

Confidence Intervals for the Mean

  • Point estimators, variability, and standard error
  • Distribution of sample means
  • Interval estimators
  • Confidence intervals
  • Normality and the central limit theorem
5

Hypothesis Testing

  • Decision-Making process
  • Steps in hypothesis testing
  • Types of errors and power
  • The p-value, effect size, and sample size
  • Statistical hypothesis test
  • The t statistic, t distribution, and two-sided t-test

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 6,000 various courses on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting https://www.encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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