Statistical consulting services

At NovaMetrica, we offer expert statistical consulting and data science support across all stages of the research process. Whether you're designing a study from scratch or analyzing complex datasets, our team delivers rigorous, customized statistical solutions aligned with your research goals, organizational needs, and decision-making contexts.

Our consultants are trained in both frequentist and Bayesian statistical approaches, as well as advanced psychometric theories including Classical Test Theory (CTT), Item Response Theory (IRT), and Generalizability Theory (G-Theory). We bring technical depth, domain-specific understanding, and robust statistical programming skills to ensure data-driven insights you can trust.

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Descriptive & Inferential Statistics

We provide comprehensive support for:

  • Frequency tables and summary statistics
  • Exploratory Data Analysis (EDA)
  • Parametric tests (e.g., t-tests, ANOVA)
  • Nonparametric tests (e.g., Mann-Whitney U, Kruskal-Wallis)
  • Log-linear analysis for categorical data models
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Sampling Design & Analysis

Our team assists in creating efficient and representative sampling frameworks, including:

  • Stratified, clustered, and multi-stage sampling
  • Weighting and post-stratification
  • Design-based inference for survey research
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Statistical Modeling & Estimation

We develop models that suit your research design and data structure, including:

  • Linear Models (LM)
  • Generalized Linear Models (GLM) (e.g., logistic, Poisson regression)
  • Multivariate analyses:
  • MANOVA-based techniques
  • Discriminant Function Analysis
  • Canonical Correlation Analysis
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Dimensionality Reduction & Latent Structure

We help uncover underlying structures in your data through:

  • Principal Component Analysis (PCA)
  • Exploratory and Confirmatory Factor Analysis
  • Structural Equation Modeling (SEM), including:
  • Path Analysis
  • Latent Trait Models
  • Multitrait-Multimethod Models (MTMM)
  • Latent Class Analysis (LCA)
  • Latent Transition Analysis (LTA)
  • Latent Outcome Curves (LOC)
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Bayesian Methods

For studies involving complex or sparse data, we apply Bayesian inference techniques including:

  • Hierarchical Bayesian models
  • Bayesian structural modeling
  • Posterior estimation and credible intervals
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Time Series Analysis

We offer expertise in modeling and forecasting time-dependent data, including:

  • Moving Average (MA)
  • Autoregressive (AR)
  • ARMA, ARIMA, SARIMA models
  • Seasonal decomposition and trend analysis
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Data Management & Programming

Our data team ensures efficient data handling and reproducibility through:

  • Secure database creation and management
  • Data cleaning, coding, imputation, and transformation
  • Automation of statistical pipelines using R, Python, Stata, and SAS
  • Documentation and version control
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Risk & Survival Analysis

Our services include:

  • Risk modeling and simulation
  • Survival analysis (Kaplan-Meier, Cox Proportional Hazards)
  • Hazard rate modeling and time-to-event analysis
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Advanced Psychometric Services

Item Analysis (CTT)
Item difficulty, discrimination, and distractor analysis
Reliability estimation (Cronbach„s alpha, split-half, etc.)

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IRT-Based Calibration

We support a range of Item Response Theory (IRT) models:

  • 1PL (Rasch), 2PL, 3PL
  • Partial Credit Models (PCM)
  • Graded Response Models (GRM)
  • Testlet models for context-dependent items
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Test Scaling, Linking, and Equating

  • Vertical and horizontal scaling
  • Equating across test forms and populations
  • Linking test scores to national/international benchmarks

Let's discuss your project