Masterclass Certificate in Statistical Modeling for Market Research
-- ViewingNowThe Masterclass Certificate in Statistical Modeling for Market Research is a comprehensive course designed to equip learners with essential skills in statistical modeling for market research. This course is crucial in today's data-driven world, where businesses rely heavily on statistical analysis to make informed decisions.
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โข Fundamentals of Statistical Modeling: Descriptive statistics, probability, distribution, and hypothesis testing.
โข Data Analysis for Market Research: Data collection, cleaning, and preprocessing techniques.
โข Regression Analysis: Simple and multiple linear regression, logistic regression, and model evaluation.
โข Experimental Design: Factorial designs, randomization, blocking, and replication.
โข Multivariate Analysis: Factor analysis, cluster analysis, and discriminant analysis.
โข Time Series Analysis: Autoregressive (AR), moving average (MA), and autoregressive moving average (ARMA) models.
โข Survival Analysis: Hazard functions, Kaplan-Meier survival curves, and Cox proportional hazards models.
โข Statistical Learning: Machine learning algorithms, cross-validation, overfitting, and underfitting.
โข Simulation and Resampling Techniques: Bootstrapping, permutation tests, and Monte Carlo simulations.
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