WRITING A THESIS

DATA ANALYSIS

Data Analysis

A good data analysis would be able to bring out new findings. We help you with Data Analysis; both qualitative and quantitative data analysis. Where the client provides the data, the client is responsible for the integrity of the data. We can help you with a wide range of data analyses. Our statistician will indicate if your data analysis is conceptually wrong. We will propose the appropriate data analysis and the relevant data analysis tools. We will also suggest ways of improving your graphical representation. In most cases we will conduct your analyses using Microsoft Excel unless special software is needed. Any special software needed must be provided by the client. Where feasible, we will learn the software to assist your data analysis. The learning period is also chargeable.

Statistical Data Analysis

Among others our statistical data analysis includes the following types
  1. Graphical Techniques
    1. Bar chart, Trend chart
    2. Pie chart
    3. X-Y graphs
    4. Pareto analysis
  2. Tables
    1. Tabulations
    2. Cross-Tabulations
  3. Statistical Techniques
    1. Histograms
    2. Regression
    3. Correlation
  4. Hypothesis Testing
    1. t-tests, z-tests
    2. chi-squared
    3. Hypothesis Testing- z-Test
    4. Hypothesis Testing - t-Test 1 Sample
    5. Hypothesis Testing - t-Test 2 Sample
    6. Hypothesis Testing - t-Test Paired
    7. Hypothesis Testing - One Proportion
    8. Hypothesis Testing - Two Proportion
    9. Hypothesis Testing - Anova 1 Factor
    10. Hypothesis Testing - Anova 2 Factor
    11. Hypothesis Testing - Chi-Squared GOF
    12. Hypothesis Testing - Chi-Squared TOI
    13. McNemar Test
    14. Chi-Squared 1 Sample Variance
    15. Chi-Squared 2 Sample Variance
  5. Advance Modelling
    1. Stepwise Regression
    2. Design of Experiments
    3. Analysis of variance
  6. Multivariate data analysis
    1. Principal Component Analysis
    2. Factor Analysis
    3. Discriminant Analysis
    4. Cluster Analysis
    5. Canonical Correlation
    6. Multivariate Regression
    7. Multidimensional Scaling

Data Analysis Software

We generally use Microsoft excel, SPSS, Minitab and our own iCT-M ® for data analysis.
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