Recent Submissions

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    Regularization in High Dimensional Logistic Regression Model by using Adaptive LASSO Method 

    Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์
    Type: Thesis
    Wasurat KHUMPASEE; วสุรัตน์ ขำภาษี; kannigarh Hirunkasi; กรรณิกาณ์ หิรัญกสิ; Silpakorn University. Science (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 ...
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    Efficient Comparison of Inference Methods in Logistic Regression Model 

    Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์
    Type: Thesis
    Jaruwan MERNNGURN; จารุวรรณ เหมือนเงิน; Prayad Sangngam; ประหยัด แสงงาม; Silpakorn University. Science (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, ...
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    Estimation of a Missing Value in Nested Balanced Incomplete Block Design based on Harmonised series 

    Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์
    Type: Thesis
    Supitcha MAMUANGBON; สุพิชชา มาเมืองบน; Kamolchanok Panishkan; กมลชนก พานิชการ; Silpakorn University. Science (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 ...
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    The Modified Concordance Correlation Coefficient Estimators 

    Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์
    Type: Thesis
    Parichart PATTARAPANITCHAI; ปาริชาต ภัทรพานิชชัย; Sasiprapa Hiriote; ศศิประภา หิริโอตป์; Silpakorn University. Science (Silpakorn University, 12/7/2019)
    This research proposed the modified concordance correlation coefficient estimators by using the alternative Pearson correlation coefficient estimators that are improved in terms of bias; (1) Olkin and Pratt estimator, ...
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    NETWORK ANALYSIS OF RETURNS AND VOLUME TRADING Of THE STOCK IN SET 50 

    Collection: Theses (Master's degree) - Applied Statistics / วิทยานิพนธ์ – สถิติประยุกต์
    Type: Thesis
    Angkana KOKAEW; อังคนา เกาะแก้ว; Suda Tragantalerngsak; สุดา ตระการเถลิงศักดิ์; Silpakorn University. Science (Silpakorn University, 12/7/2019)
    This research proposed 1) to compare the structure of the stocks in SET50 between the distance values based on Escoufier’s RV coefficient and the distance values based on method of symbolization, using Minimum Spanning ...

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