scholarly journals BAYESIAN ESTIMATION AND AN APPLICATION OF GIBBS SAMPLING TECHNIQUE AND RANDOM WALK METROPOLIS - HASTING ALGORITHM IN TWO PHASE LINEAR REGRESSION MODEL

2021 ◽  
pp. 76-80
Author(s):  
Maitreya N. Acharya
Keyword(s):  
Random Walk ◽  
Linear Regression ◽  
Regression Model ◽  
Bayesian Estimation ◽  
Gibbs Sampling ◽  
Linear Regression Model ◽  
Sampling Technique ◽  
Two Phase ◽  
Random Walk Metropolis ◽  
Metropolis Hasting Algorithm

Here, in this research paper, we have applied the Gibbs Sampling Technique and RWM-H (Random Walk Metropolis - Hasting) Algorithm for the Bayesian Estimation of m, β1, β2 and 1/2. Also we have assumed that at some point of time say 'm', the co-efficient of regression changes from β1 to β2. Further, we have discussed about the effects of prior information on the Bayes estimates on the basis of the TPLR (Two Phase Linear Regression) Model with a Bayesian approach.

scholarly journals Pengaruh pendapatan, kepercayaan dan religiusitas terhadap minat untuk membayar zakat penghasilan

2021 ◽  
Vol 1 (1) ◽  
pp. 12-24
Author(s):  
Sumadi Sumadi ◽  
Dini Priliastuti
Keyword(s):  
Linear Regression ◽  
Regression Model ◽  
Multiple Linear Regression ◽  
Linear Regression Model ◽  
Multiple Linear Regression Model ◽  
Sampling Technique ◽  
Quantitative Approach ◽  
Research Model ◽  
Probability Sampling

This study aims to determine the effect of income, belief, and religiosity on the interest in paying zakat income (study of residents of Makamhaji Kartasura). This study uses a quantitative approach to the population of Makamhaji Kartasura Village residents. The sampling technique uses probability sampling to analyze the data using a multiple linear regression model. The results showed that income had no significant effect on the interest in paying zakat income. In contrast, trust and religiosity have a significant effect on the interest in paying zakat income. Meanwhile, simultaneous income, belief, and religiosity have influenced the residents of Makamhaji Kartasura Village to pay zakat income. This research model contributes to explaining the role of trust and religiosity on increasing zakat income.

scholarly journals Pengaruh Pengetahuan Produk dan Persepsi Kualitas terhadap Niat Beli Mobil Datsun Go Panca

2018 ◽  
Vol 9 (1) ◽  
pp. 26
Author(s):  
Aditya Rian Firmansyah
Keyword(s):  
Linear Regression ◽  
Regression Model ◽  
Linear Regression Model ◽  
Multiple Linear Regression Model ◽  
Sampling Technique ◽  
Purchase Intentions ◽  
Purchase Intent ◽  
Product Knowledge ◽  
Measuring Instrument

This study aims to investigate and discuss the influence of knowledge and perception of the quality of the product purchase intentions Datsun Go Panca.The sampling technique used is non - probability sampling and sampling conducted by judgmental sampling with a sample taken as many as 210 people. The target populationis the respondents whowere visitinga car show LCGC especially Datsun Go Panca.The scale of measurementin this study using a Likert scale. Measuring instrument usedwas a questionnaire. Analysis of data using multiple linear regression model. The results showedthat the effectof product knowledge on the intentionto buy Datsun Go Panca and influence the quality perception and purchase intent Datsun GoPanca, contributed 49.5%.

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