Department of Statistics: Recent submissions
Now showing items 1-5 of 47
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DIABETES CLASSIFICATION USING MACHINE LEARNING TECHNIQUES
Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์Type: Thesis(Silpakorn University, 4/7/2023)Nowadays, Machine learning techniques play an increasingly prominent role in medical diagnosis because using these techniques can be analyzed to find patterns or facts that are difficult to explain, which contributes to ... -
A comparison of the efficiency of the HEWMA EEWMA TEWMA and DMEWMA control charts for the right skew distributions
Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์Type: Thesis(Silpakorn University, 4/7/2023)The purpose of this research is to compare the efficiency detection of process parameter shift for gamma distribution and log-normal distribution Control Chart, HEWMA EEWMA TEWMA and DMEWMA. The process of this research ... -
Regularization in High Dimensional Logistic Regression Model by using Adaptive LASSO Method
Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์Type: Thesis(Silpakorn University, 1/7/2022)Regularization or penalized logistic regression is widely used to estimate parameters for the high dimensional data. The purpose of this research was to compare the performance of three Adaptive LASSO (Least absolute ... -
Efficient Comparison of Inference Methods in Logistic Regression Model
Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์Type: Thesis(Silpakorn University, 12/7/2019)Logistic regression model is used to explain the relationship between explanatory variables and categorical response variable in many research fields. The maximum likelihood (ML) was generally used to estimate parameters, ... -
Estimation of a Missing Value in Nested Balanced Incomplete Block Design based on Harmonised series
Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์Type: Thesis(Silpakorn University, 12/7/2019)The objective of this research is to purpose a method for estimation of a missing value in a Nested Balanced Incomplete Block Designs (NBIBD) by applying method of Cornish purposed in 1940 for BIBD. The proposed method was ...