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Course Contents

Representation of data. Elementary statistical packages for explanatory data. Data analysis.

Course Synopsis

Concept of statistics. Sampling probability techniques to work with random variables.

Course Learning Outcomes

Model building, sampling techniques, data collection, presentation and analysis.


Introduction to frequency distribution

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Construction of Frequency distribution using SPSS

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Bar charts

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Pie Chart

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Theory of mean median and mode

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Calculation of measures of central tendency in SPSS for ungrouped data

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Overview of range, standard deviation, variance and coefficient of variation

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Calculation of measures of dispersion in SPSS for ungrouped data

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Measures of Central Tendency and Dispersion for Grouped data, SPSS Part 01

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Measures of Central Tendency and Dispersion for Grouped data, SPSS Part 02

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Measures of Central Tendency and Dispersion for Grouped data, SPSS Part 03

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Counting techniques; combination

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Permutation

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what is probability?

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Basic probability definition

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Types of events definitions

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Probability of compound events

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Introduction to Binomial Distribution

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Application of Binomial Distribution using SPSS

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Introduction to Normal Distribution

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Normal Distribution using SPSS, part 01

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Normal Distribution using SPSS, part 02

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Normal Distribution using SPSS, part 03

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Normal Distribution using SPSS, part 04

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Overview of basic terms used in testing of hypothesis

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One Sample t test theory part 01

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Student's t test theory, part 02

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Student's t test one sample, SPSS 01

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Student's t test one sample, SPSS part 02

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Introduction to Test of Association

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Test of Association, using SPSS - 1

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Test of Association, using SPSS - 2

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Regression Analysis introduction

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Scatter Plot

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Simple Linear Regression

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Simple Linear Regression using SPSS

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Introduction to Multiple Regression

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Multiple Linear Regression, using SPSS

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Introduction to Correlation

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Calculation of Correlation coefficient using SPSS

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Book Title : Probability and Statistics for Engineers & Scientists
Author : Walepole, Myers, Myers,Ye
Edition :
Publisher :



Book Title : Introduction to statistics
Author : Sher Muhammad Chaudary
Edition :
Publisher :







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