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Analytical Services
Analytical services are as important as Research or Field Services to any research organizations. Any researcher can present the findings of the study in a better way after an in-depth analysis of data. Apart from regular analytical services for our research assignments, MARCH also assists in detailed analysis (basic & advanced statistical analysis) for those clients who maintain collected data with them.

Why Data Analysis?

  • To identify unique characteristics/behaviour of data set.  
  • To identify association of variables with other data sets.
  • To identify relationship of variables with other data sets. 
  • To test defined statements/ assumptions (hypothesis) on the samples and hence the universe.
Data Analysis is classified into 4 broad categories as below:
  • Descriptive Data Analysis (includes Frequency tables).
  • Univariate & Bivariate Analysis (includes Cross-tabulations).
  • Multivariate Analysis (includes various techniques).
  • Hypothesis Testing (Statistical Inference).
The following statistical techniques are used in MARCH:
  • Reliability & Normality tests.
  • Correlation & Regression Analysis.
  • Moving Average–Time series.
  • Trend Analysis & Forecasting techniques.
  • Multi Dimensional Scaling & Perceptual Mapping.
  • Conjoint Analysis.
  • Cluster Analysis.
  • Factor analysis.
  • Discriminant analysis.
  • Correspondence analysis. 
  • Probability Theory.
Testing of Hypothesis include Parametric and Non-Parametric tests including
  • t-test.
  • Analysis Of Variance (ANOVA, F-test).
  • Chi-Square etc. 
The steps involved in Data Analysis services are the following:
  • Data Validation (logical & consistency checks).
  • Data cleaning  (checks on data entry errors, investigators’ error, missing values).
  • Reliability Test.
  • Test for Normality.
  • Data analysis (Basic & Multivariate).
  • Interpretation.
Capabilities
  • Well experienced Quantitative and Qualitative data analysts.
  • Command over:
    • Statistical Package For Social Sciences (SPSS 13.0).
    • Statistical Analysis System (SAS).
    • MS- Access & SQL database Query processing.
    • MS-Excel Analytics.
. Who can utilize the analytical services……
  • Knowledge Process Outsourcing (KPO)/ Market Research Outsourcing (MRO) organizations.
  • Market Research & Business Research Consulting organizations.
  • Individual consultants (business, marketing and strategy).
  • Marketing/Sales Department of industry/service organizations.
For more information, please contact:
M. Sekar
Manager- Data Analytics
Phone : 040-23430481/82/83/84
Email :  sekar@marchresearch.com