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Design, Analysis, Implementation, and Training Services

  • Design
  • Analysis
  • Implementation
  • Training

Design

  • Experimental Design
  • Instrument Design and Development
    • Including questionnaire/survey design
    • Reliability and validity testing of all instruments
    • Sample size determination using power analysis
  • Database Construction and Management

Analysis

  • Analytic Methods
    • Descriptive statistics including measures of central tendency and dispersion
    • TURF (Total Unduplicated Reach and Frequency) analysis
    • Nonparametric tests
    • t and z tests
    • Correlation analysis
    • Analysis of Variance (ANOVA) including post hoc comparisons to locate effects
    • Multivariate Analysis of Variance (MANOVA)
    • Analysis of Covariance (ANCOVA) with post hoc comparisons
    • Multivariate Analysis of Covariance (MANCOVA)
    • Repeated measures ANOVA, ANCOVA, MANOVA, MANCOVA
    • Python & R extension functions for SPSS
    • Missing data imputation methods
  • Statistical Model Development
    • Developing advanced predictive models, profiling models, and scoring models
    • Model testing and validation
    • Building simulators to test different scenarios in the marketplace
    • Factor analysis, including reliability testing of factor structures
    • Principal Components analysis
    • Cluster analysis, including Two Step and hierarchical procedures
    • Linear, multiple, partial least squares (PLS), non-linear, logistic, and multinomial logistic regression
    • Tradeoff models, including Conjoint, Discrete Choice and related adaptive/hybrid designs (with simulation)
    • Correspondence analysis
    • Exhaustive Chi-square Automatic Interaction Detection (Exhaustive CHAID), particularly effective for market segmentation
    • Bayesian modeling
    • Trend analysis, Forecasting and Time series
    • Optimization, including resource, pricing and discounting
    • Price sensitivity including log-log elasticity models and SUR (seemingly unrelated regressions)
    • Preference/recommendation engine algorithm creation, development and deployment
    • Quantifying social media impact on purchase behavior
    • Creating machine learning algorithms to maximize predictive accuracy
    • Experimental Design
    • Marketing Mix Modeling
  • Reporting
    • Complete reports including sophisticated graphics, recommendations, and an executive summary
    • Customized, interactive, reporting tools to efficiently explore your own data to avoid the drudgery of voluminous PowerPoint reports
    • Dashboards & simulators (usually in Excel w/a VBA interface)

Implementation

  • Extensive experience interfacing with ad agencies, sales and marketing teams, and actual sales personnel to apply and implement research findings.

Training

  • Instruction is available, on a group or individual basis, for a wide range of statistical procedures. AAS has extensive experience with most IBM SPSS modules.

Statistical Consulting Services

  • Design
  • Analysis
  • Implementation
  • Training
  • Psychographic Services

Contact

Rick Pollack, Ph.D.
Phone: 215.208.2776
Email: Rick@AdvancedStat.com
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