...factors that affect the texture of the Rice. We chose to conduct the experiment with 4 factors which were thought to be the most important ones. Each factor is run at two levels so that the experiment is a 24 factorial design with two replicates. The experiment runs were randomized and the results were analyzed using Design Expert Software. This software helped us in identifying the main effects. Then the design was projected in the significant effects to get further insight into the factors affecting the texture of rice The findings of this experiment are elaborated in the conclusion section. OBJECTIVE • To identify the factors affecting the texture of rice. • To come out with a clear recommendation regarding the most favorable combination that gives rice a better texture. DESIGN OF THE EXPERIMENT Initial Design Phase The experiment design details are as below: Choice of factors • Potential design factors After careful analysis of various factors that may effect the texture, four factors were short listed for the experiment. All factors are considered at two levels chosen arbitrarily as high(+) and low(-). These factors and levels...
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...บทที่ 11: การออกแบบการทดลองเบืองตน ้ บทที่ 11 การออกแบบการทดลองเบื้องตน (Introduction to Design of Experiment) 11.1 บทนํา พันธกิจที่สําคัญอยางหนึ่งขององคกรคือ การจัดการดานคุณภาพ และ ผลิตภาพ ซึ่งใน 2 ดานนี้ คุณภาพเปนตัว แปรตนที่สงผลโดยตรงตอผลิตภาพ คุณภาพจึงเปนปจจัยที่สงผลตอความสามารถในการแขงขันขององคกรทั้งระยะสั้น กลาง และยาว โดยปจจัยที่สงผลตอระดับคุณภาพคือ ความผันแปร (Variation) ซึ่งเปนสิ่งที่ไมแนนอน แตอาจคาดเดา ควบคุม หรือแมกระทั่งกําจัดไดดวยวิธีการทางสถิติ ดังนั้นการปรับปรุงคุณภาพของกระบวนการ หรือผลิตภัณฑ ไมวาจะ ดําเนินการดวยเทคนิคใดก็ตาม จําเปนตองมีเครื่องมือทางสถิติที่เหมาะสมในการวิเคราะห เชนการปรับปรุงคุณภาพดวย หลักการของซิกซซิกมา (Six Sigma) ซึ่งเชื่อวาปญหาของคุณภาพมีสาเหตุมาจากความผันแปรของปจจัยตาง ๆ ตาม สมการที่ (11.1) Y = f(x1, x2,…, xn) (11.1) เมื่อ Y แทนคุณลักษณะทางคุณภาพ ซึ่งขึ้นอยูกับคาของตัวแปรสุม X ตาง ๆ โดย Xi แทนคาของปจจัยที่เกี่ยวของกับการ ไดมาซึ่งหากตอ งการควบคุมคา Y ใหอยูในชวงที่กําหนดชวงใด ๆ โดยทั่วไปจะหมายถึงขอกําหนด (Specification) ของ กระบวนการหรือผลิตภัณฑ) จะตองมีการกําหนดระดับของ Xi ใหเหมาะสม คําถามก็คือเราจะทราบระดับที่เหมาะสมของ Xi เหลานี้ไดอ ยางไร การออกแบบการทดลองเปนเครื่องมือที่ใชเพื่อ วัตถุประสงคนี้ไดอยางมีประสิทธิภาพเมื่อผูใชมีความรู ความเขาใจอยางเพียงพอ ตั้งแตการออกแบบการทดลอง การทําการทดลอง การวิเคราะห การแปรผล และการนําผลไป ประยุกตใช ทั้งนี้เพื่อใหไดมาซึ่งผลิตภัณฑที่มีคุณภาพ ผลิตงาย มีความนาเชื่อถือไดสูง สามารถใชงานภายใตเงือนไขตาง ...
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...for fuel cell operation. Each factor has two levels, leading to a full factorial design requiring 24 experiments leading to a 16 experiments and fractional factorial experiments, 24-1, leading to 8 experiments. The experimental data collected were analysed by statistical sensitivity analysis by checking the...
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...Congress Cataloging-in-Publication Data Sapp, Marty. Test Anxiety : applied research, assessment, and treatment interventions / Marty Sapp. —2nd ed. p. cm. Includes bibliographical references and indexes. 1. Test anxiety—Research—Statistical methods. 2. Social sciences—Statistical methods. I. Title. LB3060.6.S27 1999 371.26'01'9—dc21 99—22530 CIP ISBN 0-7618-1386-1 (cloth: alk. ppr.) fc/ The paper used in this publication meets the minimum requirements of American National Standard for Information Sciences—Permanence of Paper for Printed Library Materials, ANSI Z39.48—1984 To my students Preface to First Edition Preface to Second Edition This text is divided into three parts. Part I deals with applied research design and statistical methodology frequently occurring in test anxiety literature. Part II focuses on theories and methods of assessing test anxiety using standardized instruments. Part III extensively describes and provides treatment scripts for test anxiety. In addition to advanced undergraduate and graduate students in the social sciences, this text is designed to attract two audiences—the quantitatively oriented professors teaching...
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...methods and how they support the human factors design cycle 2. Design formative and summative human factors studies 3. Understand representative sampling and the implications for study design and generalization 4. Design an experiment considering variables that are measured, manipulated, controlled, and cannot be controlled 5. Interpret results and recognize the limitations of a study 6. Identify the ethical issues associated with collecting data with human subjects 1 April 3, 2016 PURPOSE OF EVALUATION 3 TIMING AND TYPES OF EVALUATION 5 LITERATURE REVIEW, HEURISTIC EVALUATION, AND COGNITIVE WALKTHROUGHS USABILITY TESTING COMPREHENSIVE EVALUATION AND CONTROLLED EXPERIMENTS IN-SERVICE EVALUATION 5 7 8 9 STEPS IN CONDUCTING A STUDY 10 STUDY DESIGN 11 ONE FACTOR WITH TWO LEVELS ONE FACTOR WITH MORE THAN TWO LEVELS MULTIPLE FACTORS BETWEEN-SUBJECTS DESIGN WITHIN-SUBJECT DESIGNS MIXED DESIGNS SAMPLING PEOPLE, TASKS, AND SITUATIONS 13 13 13 14 14 14 15 MEASUREMENT 15 DATA ANALYSIS 16 ANALYSIS OF CONTROLLED EXPERIMENTS ANALYSIS OF DESCRIPTIVE STUDIES 16 17 DRAWING CONCLUSIONS AND COMMUNICATING RESULTS 18 STATISTICAL SIGNIFICANCE AND TYPE I AND TYPE II ERRORS STATISTICAL AND PRACTICAL SIGNIFICANCE GENERALIZING AND PREDICTING 18 19 19 DRIVER DISTRACTION: EXAMPLE OF A SIMPLE FACTORIAL DESIGN 19 ETHICAL ISSUES 21 CONCLUSION...
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...Introduction to Software Engineering Somnuk Keretho, Assistant Professor Department of Computer Engineering Faculty of Engineering, Kasetsart University Email: sk@nontri.ku.ac.th URL: http://www.cpe.ku.ac.th/~sk Somnuk Keretho/Kasetsart University Outline of this presentation • • • • • • Scope of Software Engineering Object-Oriented Software Development Software Process Software Life-Cycle Models Object Orientation Software Quality Assessment Reference to Chapter 1/2/3 of “Software Engineering with JAVA”, S.R. Schach, McGraw-Hill, 1997. Somnuk Keretho/Kasetsart University 2 Scope of Software Engineering • Software engineering is a discipline whose aim is the production of fault-free software, that is delivered on time, within budget, and satisfies the user’s needs. Somnuk Keretho/Kasetsart University 3 Scope of Software Engineering • Historical Aspects: – 1967, a NATO group coined the term “Software Engineering” – 1968 NATO Software Engineering Conference concurred that “Software production should be an engineering-like activity”. – Using philosophies and paradigms of established engineering disciplines to solve “Software Crisis: that the quality of software was generally unacceptably low and that deadlines and cost limits were not being met”. Somnuk Keretho/Kasetsart University 4 Scope of Software Engineering • Economic Aspects – Software Engineering v.s. Computer Science • The computer scientist investigates...
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...Simulation with Arena Assignment G2: a multi-echelon inventory policy Christopoulou Evdoxia Kuodzevicius Bernardas 101283 534893 10/12/2012 Preliminaries The given Arena model is a steady-state model, because there is no clear event that could indicate the end of model run and actually we are interested in the long run behavior of the system represented by the given model. Before we start to do the main parts of the assignment, that is design of experiments and optimization, we conduct some preliminary experiments to check if the model could be modified in order to get better results. First we set the number of replications to 30 and we choose the length of each replication be 730 days (two years), which we think should be enough to reach the steady-state. When we run the model with these settings, we get that the mean of the main response variable - average cost - is 568.4 and the half width is equal to 2.37. Although the confidence interval is not extremely wide taking into account the relatively high value of mean, we still perform a check whether it is possible to get more precise results by using common random numbers. To figure out if the model would benefit from the use of CRN we perform a pilot study. In this study we need to have two different scenarios and then we can decide whether it is useful to use CRN by checking the following inequality: { } { } { } and if this inequality holds, then it is worth using CRN in the model. In our case the scenarios differ in three...
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...I- Research and its types II- Type of scales III- Corelation IV- Relaiblity V- Screening VI- Mean comparison test RESEARCH: Finding solution to the problem and a careful study that creates addition in existing body of knowledge. Types I- Basic II- Applied Other I- Descriptive II- Explanatory III- Exploratory Types of Scales I- Nominal II- Ordinal III- Interval IV- Ratio Other I- Dichotomous II- Likert-type scale III- List of items IV- Matrix question Correlation analysis is used to describe the strength and direction of the linear relationship between two variables. Types I- Pearson correlation is used when quantitative data is normally distributed. II- Spearman correlation is used when data is not normally distributed Reliability: Reliability of measure indicates extent to which it is without bias and hence ensures consistent measurement across time (stability) and across the various items in the instrument (internal consistency). Reliability is a test of how consistently a measuring instrument measures whatever concept it is measuring. Internal Consistency the homogeneity of the items in the measure I- items should hang together as a set and be capable of independently measuring the same concept II- Whether the items and the subsets of items in the measuring instrument are correlated highly. a. Inter-item Consistency Reliability: This is a test of the consistency...
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...LINK:_ http://www.scielo.br/scielo.php?pid=S1516-14392008000200008&script=sci_arttext Process parameter optimization for fly ash brick by Taguchi method Prabir Kumar Chaulia*; Reeta Das Central Mechanical Engineering Research Institute, Durgapur–713209, India ABSTRACT This paper presents the results of an experimental investigation carried out to optimize the mix proportions of the fly ash brick by Taguchi method of parameter design. The experiments have been designed using an L9 orthogonal array with four factors and three levels each. Small quantity of cement has been mixed as binding materials. Both cement and the fly ash used are indicated as binding material and water binder ratio has been considered as one of the control factors. So the effects of water/binder ratio, fly ash, coarse sand, and stone dust on the performance characteristic are analyzed using signal–to–noise ratios and mean response data. According to the results, water/binder ratio and stone dust play the significant role on the compressive strength of the brick. Furthermore, the estimated optimum values of the process parameters are corresponding to water/binder ratio of 0.4, fly ash of 39%, coarse sand of 24%, and stone dust of 30%. The mean value of optimal strength is predicted as 166.22 kg.cm–2 with a tolerance of ± 10.97 kg.cm–2. Confirmatory experimental result obtained for the optimum conditions is 160.17 kg.cm–2. Keywords: optimization, compressive strength, fly ash brick,...
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...a difficult subject for most students; c) Research methods are often quickly forgotten; d) Several topics relevant to I/0 psychology may not have been covered in previous courses. After studying the material in this chapter the student should be able to: 1. Understand and describe the characteristics of a good research question. 2. Explain each of the major concepts of research design including: variables, setting, generalizability, control, confounding, random assignment, and random selection. 3. Explain what a research design is; Describe different types of research designs as well as list their advantages and disadvantages. 4. Define the basic concepts of measurement. 5. List and describe the types of reliability. 6. Discuss the different ways of assessing validity. 7. Define basic concepts of descriptive statistics. 8. Explain the difference between descriptive statistics and inferential statistics. 9. Explain basic concepts in inferential statistics, especially statistical significance. 10. Report the nature and purpose of meta-analysis. 11. Explain what mediator and moderator variables are; explain the complex relationships they assess. 12. Understand the major principles of research ethics. TESTBANK Multiple Choice Questions 1. The foundation of both the science and practice sides of I/O psychology is a. Generalizability. b. Research. c. Training. d. Statistics. Answer: b Learning Objective:...
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...Handout: Problem Solving and 'C' Programming Version: PSC/Handout/1107/1.0 Date: 16-11-07 Cognizant 500 Glen Pointe Center West Teaneck, NJ 07666 Ph: 201-801-0233 www.cognizant.com Problem Solving and C Programming TABLE OF CONTENTS About this Document ....................................................................................................................6 Target Audience ...........................................................................................................................6 Objectives .....................................................................................................................................6 Pre-requisite .................................................................................................................................6 Session 2: Introduction to Problem Solving and Programming Languages ...........................7 Learning Objectives ......................................................................................................................7 Problem Solving Aspect ...............................................................................................................7 Program Development Steps .......................................................................................................8 Introduction to Programming Languages ...................................................................................14 Types and Categories of Programming Languages...
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...Effects of Attractiveness, and Qualifications on the Applicants Resume on Determining Job Placement and Competence Karissa Sakamoto California State University, Dominguez Hills Abstract The purpose of this study was to examine the influence of attractiveness and qualifications of a female applicant’s resume on the hiring process on job placement and competence. Hiring decisions based on the ratings of job placement and competence were made for four groups in a vignette situation. Each group had different scenarios, one having an attractive female and the other unattractive female, being unqualified and qualified. The participants were tested as a group. It was hypothesized that the more attractive female, whether they were unqualified and less competent would get the job over the unattractive female that is qualified and more competent. The results show that the job competence group showed significantly higher attractive and qualified scores, but also showed a higher unattractive and unqualified group. The hypothesis that attractiveness would over rule an unattractive applicant was somewhat supported in these conditions. Keywords: attractiveness, job qualifications, competence, job placement Effects of Attractiveness, and Qualifications on the Applicants Resume on Determining Job Placement and Competence Frequently, people encounter situations in their environment where they feel they are judged by their appearance. Attractiveness is one of the factors that affect...
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...APRIL 25, 2015 MGMT 204 CRN: 34272 Current Human Relations Challenge: Organizational Ethics Ethics is the moral standard of right and wrong behavior (Lussier, 2013, pg. 72). Organization as defined by Lussier is “a group of people working to achieve one or more objectives” (Lussier, 2013, pg. 457). Organizational ethics is code of conduct for businesses. In this paper, three different ethics studies, from the Business Journal of Ethics, are examined. They are “Boardroom Diversity and its Effect on Social Performance: Conceptualization and Empirical Evidence,” “The Corporate Ethical Virtues Scale: Factorial Invariance Across Organizational Samples,” and “When Organizations Don’t Walk Their Talk: A Cross-Level Examination of How Decoupling Formal Ethics Programs Affects Organizational Members.” Boardroom Diversity and its Effect on Social Performance: Conceptualization and Empirical Evidence” This article, written by Hafsi and Turgut, is a study of the relationship between boardroom diversity and corporate social performance. They compare diversity in boards (encompassing director’s gender, ethnicity, age, experience and tenure) and diversity of boards (consisting of board size, director independence, director stock ownership, and board leadership duality) and incorporate that into the effects of corporate social performance (CSP). They state that boardroom diversity affects organizational performance created the need for Sarbanes-Oxley act of 2002 (Hafsi et...
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...CHOICE BASED CONJOINT ANALYSIS SUBMISSION: JAYAJIT (JAY) DASH Concept: Pursuant to our Group Project (the evaluation of means to sustain the growth of Bose® - a successful, mature business), this exercise was a multinomial logit simulation: collecting consumer preferences for the objective determination of characteristics for a profit maximizing new-product. Our envisioned product is a modular speaker system from the house of Bose®. These are speakers and amplifiers that one can develop a collection of over time, that operate wirelessly and communicate with each other, that can be used at home (as part of a hi-fi unit), or can be detached and taken as a self-powered wireless companion to a party outdoors. Description of Design: As a group we first defined the attributes that we wanted to understand customer preference around. Some immediate questions were: “What price point?” “Would a classic design aesthetic be preferred over modern, edgy lines?” “How exceptional must sound quality be?” “How important will interoperability and connectivity be for consumers as we increasingly move into an internet-of-things world?” And finally, “Can we get a sense of the kind of names that might resonate better?” From an experimental design perspective, we were conscious that we should rather have more attributes than levels. We get more bang-for-buck this way, as adding levels is multiplicative, but adding factors can be exponential. Accordingly, we zeroed in on 5 attributes (PRICE...
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...APA Method Section Always keep in mind that APA wants your writing to be concise, precise, and logical --ALWAYS. In your APA manual, it tells you that the Method section describes IN DETAIL, how the study was conducted. However, there are thousands of details in any experiment, what exactly is meant by IN DETAIL? IN DETAIL means those things that could logically expected to influence the results. It also means providing enough information so that the reader could replicated your experiment. However, since you must be concise, only the information that is essential for understanding your experiment should be included. At the top of page 18 in your APA manual, you are given the balancing act you must perform in writing the Method section (as well as all section of and APA write-up. "Insufficient detail leaves the reader with questions; too much detail burdens the reader with irrelevant information." The Method section typically consists of three subsections: (1) Participants, (2) Apparatus (or Materials or Apparatus/Materials), and (3) Procedure. You can choose to add other subsections if they can be justified. Your instructor (or the journal in which you wish to publish) may request additional subsections. Participant Subsection The Participant subsection is the first subsection, and it tells the reader a minimum of three pieces of information: (1) who was in your study (2) the population used (3) any restrictions in the nature of your participant...
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