Bayesian Data Analysis for the Behavioral and Neural Sciences

2021 ◽  
Author(s):  
Todd E. Hudson
Keyword(s):  
Data Analysis ◽  
Hypothesis Testing ◽  
Real World ◽  
Worked Examples ◽  
Computer Code ◽  
Advanced Mathematics ◽  
Bayesian Data Analysis ◽  
Null Hypothesis Testing ◽  
Full Power ◽  
Mathematical Techniques

This textbook bypasses the need for advanced mathematics by providing in-text computer code, allowing students to explore Bayesian data analysis without the calculus background normally considered a prerequisite for this material. Now, students can use the best methods without needing advanced mathematical techniques. This approach goes beyond “frequentist” concepts of p-values and null hypothesis testing, using the full power of modern probability theory to solve real-world problems. The book offers a fully self-contained course, which demonstrates analysis techniques throughout with worked examples crafted specifically for students in the behavioral and neural sciences. The book presents two general algorithms that help students solve the measurement and model selection (also called “hypothesis testing”) problems most frequently encountered in real-world applications.

Tennis, Anyone?

2005 ◽  
Vol 98 (9) ◽  
pp. 586-592
Author(s):  
Ted R. Hodgson ◽  
Maurice J. Burke
Keyword(s):  
Real World ◽  
Advanced Mathematics ◽  
Mathematical Concepts ◽  
Skill Levels ◽  
Basic Properties ◽  
Solution Strategies ◽  
Real World Setting ◽  
Hands On ◽  
Mathematical Techniques

In this article, we present an engaging problem that is accessible to students at a variety of grade and skill levels. The problem is drawn from a common, real–world setting (tennis) and illustrates how a single problem can be solved in many ways by using increasingly powerful mathematics. We present these solution strategies as a sequence, beginning with informal hands–on activities and progressing to more formal and advanced mathematics. By considering the variety of solution strategies and by seeing how advanced mathematical techniques arise from basic properties and phenomena, students can develop a connected view of mathematics. The tennis problem allows students to develop an understanding of mathematical concepts and methods in a bounded setting.

Maintaining Customer Loyalty by Intensifying Service Quality and Customer Satisfaction in Commuter Line Jabodetabek

2019 ◽  
Vol 10 (9) ◽  
pp. 902-909
Author(s):  
Umbas Krisnanto ◽  
◽  
Conny Marpaung ◽  
Keyword(s):  
Data Analysis ◽  
Linear Regression ◽  
Customer Satisfaction ◽  
Service Quality ◽  
Hypothesis Testing ◽  
Customer Loyalty ◽  
T Test ◽  
Coefficient Of Determination ◽  
Simple Linear Regression ◽  
Significance Level

This study aims to determine and analyze the influence of Service Quality and Customer Satisfaction on Customer Loyalty in Jabodetabek Commuter Line. The sample of this study was 50 people. Methods of collecting data by distributing questionnaires. Data analysis using the analysis used is simple linear regression, t test and coefficient of determination. The results showed 1) Service Quality has a positive and significant effect on Customer Loyalty in Jabodetabek Commuter Line, with a significance level of 0.048; and supported by the results of hypothesis testing with a t-count value of 4.433 > t-table value of 1.95, with a significance of 0.048 or < 0.05; 2) Customer Satisfaction positive and significant effect on Customer Loyalty in Jabodetabek Commuter Line, with a level significance of 0,000; and supported by the results of hypothesis testing with a t-count value of 4,969 > t-table value of 1.95, with a significance of 0,000 or < 0.05, 3) Service quality and Customer Satisfaction have a positive and significant effect on Customer Loyalty in Jabodetabek Commuter Line, with a significance level of 0,000. This means that the hypothesis H0 is rejected and Ha is accepted so that it can be concluded that service quality and customer satisfaction together have a positive and significant effect on customer loyalty in Jabodetabek Commuter Line.

THE EFFECT OF ONLINE VIDEO BLOG ON STUDENTS’ ACHIEVEMENT OF PASSIVE VOICE IN 4J OPERATION KENDARI

2020 ◽  
Vol 5 (2) ◽  
pp. 125
Author(s):  
Raden Alifian Setiawan ◽  
Hanna Hanna ◽  
Alberth Alberth
Keyword(s):  
Data Analysis ◽  
Real World ◽  
T Test ◽  
Test Design ◽  
Online Video ◽  
Test Results ◽  
Multiple Choice Questions ◽  
Passive Voice ◽  
Paired Sample ◽  
Post Test

The use of videos in education makes it possible to overcome practical real-world constraints and explore far greater possibilities provided by digital spaces, especially for the video uploaded in online platform such as blog. This study examines whether online video blog as media have a significant effect on students’ achievement of passive voice. It used pre-experimental (one group pre-test and post-test) design. The samples of this study were 10 students at 4J Operation. A pre-test and post-test were conducted by using multiple choice questions as the instruments. Data analysis was through paired-sample t-test. Results showed that there was an increase in mean score of pre-test (49,1) and post-test (63,5). Data from Paired Sample t-test showed that Sig. (2-tailed) was 0.000 which was smaller than .05 which means that there was significance difference in mean score after employing treatment.

scholarly journals Pain Pharmacotherapy in a Large Cohort of Patients with Osteoarthritis: A Real-World Data Analysis

2021 ◽  
Author(s):  
Noga Fallach ◽  
Gabriel Chodick ◽  
Matanya Tirosh ◽  
Elon Eisenberg ◽  
Omri Lubovsky
Keyword(s):  
Data Analysis ◽  
Real World ◽  
Large Cohort ◽  
Real World Data ◽  
World Data
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