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      Training on Data Management and Statistical Analysis using SPSS in Nairobi


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      June 1, 2020

      Monday   8:00 AM - 4:30 PM

      Muthithi Road
      Nairobi, Nairobi Municipality

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      EVENT DETAILS
      Training on Data Management and Statistical Analysis using SPSS

      About the course

      Statistical Package for Social Sciences (SPSS) is one of the most user friendly statistical software for researchers providing visualization and data analytical tools. This course provides the participants with a practical application of the statistical component of IBM® SPSS® Statistics. Participants will review several statistical techniques, gain an understanding of when and why to use these various techniques as well as how to apply them with confidence, interpret their output, and graphically display the results.
      Target Participants

      The training is designed for participants who intend to learn the use of SPSS for data management and data analysis. Those working in the corporate world, public sector, research institution and NGOs.
      Course duration

      5 Days
      What you will learn

      Understand and appropriately use statistical terms and concepts
      Perform data analysis tasks with SPSS
      Perform simple to complex data management tasks using SPSS
      Statistical tests using SPSS

      Course Outline

      Introduction to Statistical Analysis

      Explain the basic steps of the research process
      Explain differences between populations and samples
      Explain differences between experimental and non-experimental research designs
      Explain differences between independent and dependent variables

      Introduction to SPSS statistical software

      SPSS interface and features
      Key terminologies used in SPSS
      Views: Variable, Data views, Syntax editor
      Data file preparation
      Data entry into SPSS
      Data manipulation: merge files, spit files, sorting files, missing values

      Basic Statistics using SPSS

      Descriptive statistics for numeric variables
      Frequency tables
      Distribution and relationship of variables
      Cross tabulations of categorical variables
      Stub and Banner Tables

      Graphics using SPSS

      Introduction to graphs in SPSS
      Graph commands in SPSS
      Different types of Graphs in SPSS

      Statistical Tests using SPSS

      One Sample T Test
      Independent Samples T Test
      Paired Samples T Test
      One-Way ANOVA

      Statistical Associations in SPSS

      Chi-Square test
      Pearson's Correlation
      Spearman's Rank-Order Correlation
      Bivariate Plots and Correlations for Scale Variables

      Predictive Models using SPSS

      Linear Regression
      Multiple Regression
      Logistic Regression
      Ordinal Regression

      Nonparametric Tests

      Describe when non-parametric tests should and can be used
      Describe the options in the Nonparametric Tests procedure dialog box and tabs
      Interpret the results of several types of nonparametric tests

      Longitudinal Analysis using SPSS

      Features of Longitudinal Data
      Exploring Longitudinal data
      Longitudinal analysis for continuous outcomes

      Time Series and Forecasting using SPSS

      The basics of forecasting
      Smoothing time series data
      Regression with time series data
      ARIMA models
      Intervention analysis

      SPSS Decision Trees

      Introduction to SPSS Decision Trees
      Application of SPSS Decision Trees
      Overview of decision tree based methods (CRT Decision Trees CRT Regression Trees Quest Analysis)

      Training Approach

      This course is delivered by our seasoned trainers who have vast experience as expert professionals in the respective fields of practice. The course is taught through a mix of practical activities, theory, group works and case studies.

      Training manuals and additional reference materials are provided to the participants.
      Certification

      Upon successful completion of this course, participants will be issued with a certificate.
      Tailor-Made Course

      We can also do this as tailor-made course to meet organization-wide needs. Contact us to find out more: training@devimpactinstitute.com

      Cost: Kenyan Cost (KES) 80,000 Non Kenyan Cost ($) 950

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      Event details may change at any time, always check with the event organizer when planning to attend this event or purchase tickets.

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