Quantitative Data Analysis English Dept BZU Multan
00:00:00 Introduction to Quantitative Data Analysis
00:00:00 Numbers makes sense of the world
00:01:00 Quantification of different life events
00:03:31 Quantitative Data Analysis Examples
00:11:50 Importance of Quantitative Data Analysis (Quantitative Data Analysis Help us)
00:15:30 Difference between qualitative and quantitative data analysis
00:15:55 Getting/ collecting data using Questionnaires and Surveys
00:18:20 Data Cleaning (missing observations, outliers, non-serious response, duplicate values)
00:19:50 Analyzing Data and Interpreting the Results
00:21:09 Concept of Variable and Types of Variables with examples
00:32:50 Concept of Sample and Population
00:34:10 Defined population (target population) for research work
00:35:50 Problem in studying complete population
00:39:55 Representative Sample, appropriate sample size with examples
00:54:50 Backing up different version of data (original and cleaned)
00:55:45 Data Analysis (Descriptive and Inferential Statistics with numerical and graphical representations)
01:04:40 Sample Statistical Data Files and Analysis Results
01:05:20 Understanding Data file (MS Excel and SPSS)
01:07:10 Sample synopsis of a study with objectives and Likert Scale Questions
01:11:20 Variables of study and sub-scales of questionnaire
01:18:50 Demographic Variables
01:20:20 Coding variables, code sheet and coding scheme
01:24:30 Understanding rows and columns in a data sheet
01:27:00 Sample Data Analysis of a study
01:32:40 Understanding SPSS Data file and variable properties
01:43:30 Computing and Understanding the Score of Liker Scale items
01:51:30 Getting the reliability of responses in MS Excel for Liker Scale data
02:00:05 Sample Inferential Statistics Results
02:01:18 Sample Graphical representations of different variables
02:05:35 Importing Data in SPSS Statistics
02:06:50 Setting Variable properties in Variable View
02:09:48 Copying SPSS output in MS Word and editing the formatting
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#statistics
#quantitativeresearch
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