Data Analysis and Approximate Models
Data Analysis and Approximate Models The First Detailed Account of Statistical Analysis That Treats Models as ApproximationsThe idea of truth plays a role in both Bayesian and frequentist statistics.…
Specifikacia Data Analysis and Approximate Models
Data Analysis and Approximate Models
The First Detailed Account of Statistical Analysis That Treats Models as ApproximationsThe idea of truth plays a role in both Bayesian and frequentist statistics. Frequentist statistics is formulated as the problem of estimating the "true but unknown" parameter value that generated the data.Forgoing any concept of truth, Data Analysis and Approximate Models: Model Choice, Location-Scale, Analysis of Variance, Nonparametric Regression and Image Analysis presents statistical analysis/inference based on approximate models. The Bayesian concept of coherence is based on the fact that two different models or parameter values cannot both be true.
Developed by the author, this approach consistently treats models as approximations to data, not to some underlying truth.The author develops a concept of approximation for probability models with applications
Data Analysis and Approximate Models
Data Analysis
Data Analysis
Qualitative Data Analysis
Genome Data Analysis
Statistical Data Analysis
Dyadic Data Analysis