...Introduction to Statistics Statistical Problems 1. A pharmaceutical Co. wants to know if a new drug is superior to already existing drugs, or possible side effects. 2. How fuel efficient a certain car model is? 3. Is there any relationship between your GPA and employment opportunities? 4. If you answer all questions on a (T, F) (or multiple choice) examination completely randomly, what are your chances of passing? 5. What is the effect of package designs on sales? 6. ………………….. Question??? 1. What is Statistics? 2. Why we study Statistics? Larson & Farber, Elementary Statistics: Picturing the World, 3e 2 STA 13- SYLLABUS Instructor Phone: MsC. Pham Thanh Hieu mobile:0917.522.383, email: hieuphamthanh@gmail.com Goals of To learn how to interpret statistical summaries appearing the course in journals, newspaper reports, internet, television …..and many real-world problems. To learn about the concepts of probability and probabilistic reasoning Understand variability and sampling distributions To learn how to interpret and analyze data arising in your own work (coursework and research) STA 13- SYLLABUS Grading: - One Midterms : 30% total, multiple choice exams, closed book exam, one sheet with handwritten notes (no larger than 9 ½ x 11, two sided) is allowed - Final Exam : 50% (multiple choice + short answer exam) comprehensive; closed book exam, two sheets with handwritten notes (no larger than 9 ½ x 11, two...
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...The SURVIVAL RATE OF GRADUATING BSMT STUDENTS IN NAMEI In Partial fulfillment of the subject RESEARCH Of Bachelor of Science in Marine Transportation Researchers March 2014 DEDICATION PAGE THIS THESIS IS DEDICATED TO: GOD! Our Families and Relatives Our Friends And also Ourselves ACKNOWLEDGEMENT TO OUR PARENTS Who understood and supported our ideas and choices, may they never stop on supporting us. We also thank them for the encouragement that they give us. The familial advices that we should never forget along the way to adulthood TO OUR BROTHERS To those of us that have brothers and or sisters, we greatly thank them for any probable help and any assistance. For those plenty times that they have spent with us and how they kept us awake when we did the research. TO OUR SUPPORTIVE RESEARCH ADVISER; Mr. RAZA On the behalf of us researchers we would like to commemorate this thesis as a gift and proving article as a testimony on how much of a great instructor to us, we would like to extend our thanks to you by getting high grades. TO OUR FRIENDS We would not be here without our beloved friends whom accompanied us on trying times and of good times, without them, everyday life would be boring and dull. We thank them for giving our lives a happy one, our memories of you will never dwindle. TO THE MARITIME/GENERAL INSTRUCTORS THAT WE ADMIRE Furthermore...
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...requirements for the degree Bachelor of Science in Entrepreneurship SY 2014-2015 i Biographical Sketch The first researcher was born on January 5, 1993 and was named Eldon A. Zeta. He studied in San Isidro Elementary School in Princess Urduja, Narra, Palawan. He pursued his high school life in Princess Urduja National High School. He is now currently taking up Bachelor of Science in Entrepreneurship at PSU-Narra CCRD. He is a second year student and currently a Student Government Organization Senator. The second researcher’s born on January 7, 1994 and was named Carmelle Magbanua. She finished her elementary years in Gregorio Oquendo Memorial School and pursued her high school life in Narra National High School. She is now a second year student of Bachelor of Science in Entrepreneurship at PSU-Narra CCRD. The third researcher was born on May 19,1996 and was named Allain B. Tiosin. He finished his elementary years in Narra Pilot School. He pursued his high school years in Narra National High School. He is now a second year student of Bachelor of Science in Entrepreneurship at PSU-Narra CCRD. The fourth researcher’s born on April 21, 1993 and was given named Kristine Joy S. Dela Pena. She finished her elementary years in Malinao Elementary School and she pursued her high school in Narra National High School. She is now a second year student of Bachelor of Science in Entrepreneurship at PSU-Narra CCDRD. The fifth researcher was born on September 22...
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...Chapter 2 METHODOLOGY This chapter discusses the research design, the population and locale of the study, the data collection instrument, the data collection procedure and the treatment of the data. Research Design This study was descriptive-developmental in design. It described extensively the involvement of parents in school activities in public elementary schools, and how this affects the academic performance of their children. Wiley (2002) noted the importance of descriptive research, as it gives supporting facts to proven reality. This study also developmental since it developed measures that would effectively enhance the parents’ involvement in school activities. Locale and Population of the Study This study was conducted in public elementary schools in District III of Baguio City. There were two (2) groups of respondents in this study. The first group of respondents were the complete enumeration of the one hundred ten (110) intermediate teachers in the public elementary schools in the said school district, based on the year 2011 records at the schools division of Baguio City. The other group of respondents were one (1) male and one (1) female parents who represented each section of Grades IV, V and VI classes, in each of the schools that were included in the survey. Table 1 presents the distribution of respondents. Table 1 Distribution of Respondents School Intermediate Teachers Parents 1) Alfonso Tabora ES 2) Bonifacio ES 3) Don...
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...Paper On Matrices and its Application | Chapter-01: Introduction | 1-3 | 1.1 Background of the Study | 1 | 1.2 Origin of the Study | 2 | 1.3 Objective of the Study | 2 | 1.4 Methodology of the Study | 3 | 1.5 Scope and Limitation of the Study | 3 | Chapter-02: Theoretical Overview | 4-8 | 2.1 Definition of Matrix | 4 | 2.2 Matrix Notation | 4 | 2.3 History of Matrix | 5 | 2.4 Types of Matrix | 6 | 2.4.1 Row Matrix | 6 | 2.4.2 Column Matrix | 6 | 2.4.3 Rectangular Matrix | 6 | 2.4.4 Square Matrix | 6 | 2.4.5 Zero Matrix | 7 | 2.4.6 Upper Triangular Matrix | 7 | 2.4.7 Lower Triangular Matrix | 7 | 2.4.8 Diagonal Matrix | 7 | 2.4.9 Scalar Matrix | 7 | 2.4.10 Identity Matrix | 8 | 2.4.11 Transpose Matrix | 8 | 2.4.12 Regular Matrix | 8 | 2.4.13 Singular Matrix | 8 | Chapter-03: Matrices Operation | 9-15 | 3.1. Properties of matrix operation | 9 | 3.1.1 Properties of subtraction | 9 | 3. 1.2 Properties of Addition | 9 | 3.1.3 Properties of Matrix Multiplication | 10 | 3.1.4 Properties of Scalar Multiplication | 10 | 3.1.5 Properties of the Transpose of a Matrix | 10 | 3.2 Matrix Operation | 11 | 3.2.1 Matrix Equality | 12 | 3.2.2 Matrix Addition | 12 | 3.2.3 Matrix Subtraction | 12 | 3.2.4 Matrix Multiplication | 12 | 3.2.5 Multiplication of Vectors | 14 | 3.3 Inverse of Matrix | 15 | 3.4 Elementary Operations | 15 | Chapter-04: Application of Matrix | 16-21 | 4.1 Application...
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...“THE EFFECTS OF DEPED MTAP PROGRAM TO REGIONAL SCIENCE HIGH SCHOOL FOR FIRST YEAR SCTION AMETHYST” A Research Project presented to Ms. Loreta Figueroa In Partial Fulfilment of Requirement In Research I (Technical Writing with Basic Statistics) By Ellah Kim D. Reyes April 2011 “THE EFFECTS OF DEPED MTAP PROGRAM TO REGIONAL SCIENCE HIGH SCHOOL III FOR FIRST YEAR SECTION AMETHYST” By Ellah Kim D. Reyes Regional Science High School III April 2011 ACCEPTANCE AND APPROVAL This Research paper entitled, “THE EFFECTS OF DEPED MTAP PROGRAM TO REGIONAL SCIENCE HIGH SCHOOL III FOR FIRST YEAR SECTION AMETHYST”, in partial fulfilment of the requirements in Research I (Technical Writing with Basic Statistics) is here by prepared and submitted. Ellah Kim D. Reyes Researcher __________________________________________________________________ ACCEPTANCE AND APPROVAL, in partial fulfilment of the requirement in Research I (Technical Writing with Basic Statistics). Ms. Loreta Figueroa Research Adviser April 2011 ACKNOWLEDGEMENT First of all, to God be the glory, a grateful thanks to Him. For all the wisdom and knowledge that He has given to me. And also thank you, for giving e the strength and health to do this project work until it done. Not forgotten to my family for providing everything, such as money, to buy anything that are related to this project work and their advice, which is the most needed for this project. Internet, books, computers...
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...STUDY HABITS OF THE GRADE-V AND GRADE-VI STUDENTS IN BALUARTE ELEMENTARY SCHOOL, SCHOOL YEAR 2012-2013 A Thesis Presented to the Faculty of the School of Education of Xavier University (Ateneo de Cagayan) Cagayan de Oro City In Partial Fulfillment Of the Requirements for the Subject Educ 4: Introduction to Educational Research with Action Research Presented by: Amora, Sharicka Anne Veronica P. Bonote, Paulyn Y. Dupende, Dan Anthony M. Lopez, Conie Grace D. Retes, Hazel Mae P. Salapang, Junelyn March 16, 2013 APPROVAL SHEET This thesis entitled “STUDY HABITS OF THE GRADE-V AND GRADE-VI STUDENTS IN BALUARTE ELEMENTARY SCHOOL, SCHOOL YEAR 2012-2013” prepared and submitted by Sharicka Anne P. Veronica Amora, Paulyn Y. Bonote, Dan Anthony M. Dupende, Conie Grace D. Lopez, Hazel Mae P. Retes and Junelyn Salapang in partial fulfillment of the requirements for the subject Educ 4: Introduction to Educational Research with Action Research, has been examined and is recommended for Oral Examination. Ms. Charity Rose B. Absin Adviser ------------------------------------------------------------------------------------------------------------ PANEL OF EXAMINERS Approved by the committee on Oral Examination with a grade of _______. ------------------------------------------------ Chair --------------------------------------------- -------------------------------------------- Member Member ---------------------------------------------...
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...Working Group 2 A. The Current Situation of Formal Education in the Philippines B. Technical/Vocational Education and Training in Laguna Advisor Yutaka Otsuka, Professor Members of Working Group 2-A Masamichi Toyooka Yoshiko Ogura Mia Kim Yumi Kondo Tsunetaka Tsuchiya ** Members of Working Group 2-B Patrícia Moutinho Brito Riai Yamashita *Group Leader **Sub Group Leader Gabriele Castaldi Koichi Motomura* 27 A. The Current Situation of Formal Education in the Philippines 0. Introduction Compared with other countries, the literacy rate in the Philippines is quite high . Moreover enrolment rate is 99. 9% in primary level and 77. 8% in secondary level, which is higher than Singapore and the highest in ASEAN countries (Figure 0-1). However while statistics on educational attainment may be high, the economic situation in the Philippines is still not so good. The Philippines has succeeded in expanding its education in quantit ative terms, but now they have to think about “Quality of education”. Figure 0-1 Literacy rate and enrolment ration in ASEAN countries Adult literacy rate (% age 15 and above) 1998 91. 8 90. 7 86. 4 95. 0 94. 8 92. 9 85. 7 84. 1 37. 4 46. 1 Youth literacy rate (% age 15-24) 1998 99. 7 99. 3 97. 1 98. 8 98. 4 96. 7 97. 3 90. 5 56. 9 67. 5 85. 1 Age grope enrolment rations (adjusted) Primary age group Secondary age grope (% of relevant age group) (% of relevant age grope) 1997 99. 4 87. 6 99. 9 88. 0 99. 9 99. 9 99. 2 99. 3 99. 9 73...
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...Chapter IV PRESENTATION, ANALYSIS AND INTERPRETATION OF DATA This chapter presents the data gathered with the use of self-formulated questionnaire from the pupils of San Isidro Elementary School and Olongtao Ibaba Elementary School. Data are presented in a tabular form for immediate analysis and interpretation. Table A: Distribution of Respondents as to Gender; Grade level and section (San Isidro Elementary School) Gender Grade level and Section Total one two three Four five six 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 1 2 3 Male Count 8 8 6 6 8 7 5 8 8 6 8 7 4 6 7 7 6 6 121 % 3.31 3.31 2.48 2.48 3.31 2.89 2.07 3.31 3.31 2.48 3.31 2.89 1.65 2.48 2.89 2.89 2.48 2.48 50 Female Count 8 7 6 8 6 5 11 7 7 9 2 5 10 8 4 3 7 8 121 % 3.31 2.89 2.48 3.31 2.48 2.07 4.55 2.89 2.89 3.72 0.83 2.07 4.13 3.31 1.65 0.12 2.89 3.31 50 Total Count 16 15 12 14 14 12 16 15 15 15 10 12 14 14 11 10 13 14 242 % 6.61 6.20 4.96 5.79 5.79 4.96 6.61 6.20 6.20 6.20 4.13 4.96 5.79 5.79 4.55 4.13 5.37 5.79 100 Table 1a shows that 121 (50%) male and 121 (50%) female pupils constitute the total of 242 (100%) respondents from San Isidro Elementary School. It is composed of 43 grade one pupils wherein 16 (6.61%) were from section 1, 15 (6.20%) from section 2 and 12 from section 3 (4.96%); 40 grade two pupils wherein 14 (5.79%) from section 1, 14 (5.79%)from section 2 and 12 (4.96%) from section 3; 46 grade three pupils wherein 16 (6.61%) from section 1, 15 (6.20%) from section 2 and 15 (6.20)...
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...This course examines the principles of probability and of descriptive and inferential statistics. Topics include probability concepts, measures of central tendency, normal distributions, and sampling techniques. The application of these principles to simple hypothesis testing methods and to confidence intervals is also covered. The application of these topics in solving problems encountered in personal and professional settings is also discussed. INSTRUCTIONAL MATERIALS Required Resources ALEKS Access Code (bundled with course text when purchased from the Strayer Bookstore) Bluman, A. G. (2013). Elementary statistics: a brief version (6th ed.). New York, NY: McGraw-Hill. Note: Course materials for this class must be purchased from the Strayer Bookstore at http://www.strayerbookstore.com Supplemental Resources Hand, D. J. (2008). Statistics: a very short introduction. Oxford, UK: Oxford University Press. Rumsey, D. (2011). Statistics for dummies (2nd ed.). Hoboken, NJ: Wiley Publishing. Standard Normal Distribution Table. (2012). Retrieved from http://www.mathsisfun.com/data/standard-normal-distribution-table.html Statistics Calculator Free App for your Smartphone, created by Christian Gollner. Retrieved from https://play.google.com/store/apps/details?id=com.cgollner&hl=en COURSE LEARNING OUTCOMES 1. Describe the differences between the various types of data. 2. Apply various descriptive graphical techniques. 3. Calculate measurements of central...
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...Edition Solutions Manual Accounting Information Systems Romney 11th Edition Solutions Manual Accounting Information Systems Romney 11th Edition Solutions Manual Accounting Information Systems Romney Steinbart 11th Edition Solutions Manual Accounting Information Systems Romney Steinbart 11th Edition Solutions Manual ------------------------------------------------------------------------------------------------------------------------ ***THIS IS NOT THE ACTUAL BOOK. YOU ARE BUYING the Solution Manual in e-version of the following book*** Name: Accounting Information Systems Author: Romney Steinbart Edition: 11th ISBN-10: 0136015182 Type: Solutions Manual - The file contains solutions and questions to all chapters and all questions. All the files are carefully checked and accuracy is ensured. - The file is either in .doc, .pdf, excel, or zipped in the package and can easily be read on PCs and Macs. - Delivery is INSTANT. You can download the files IMMEDIATELY once payment is done. If you have any questions, please feel free to contact us. Our response is the fastest. All questions will always be answered in 6 hours. This is the quality of service we are providing and we hope to be your helper. Delivery is in the next moment. Solution Manual is accurate. Buy now below and the DOWNLOAD LINK WILL APPEAR IMMEDIATELY once payment is done! Prepare to receive your Accounting Information Systems Solution Manual in the next moment....
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...Delhi Convenors: Dr. Shreekant Gupta and Dr. Ram Singh Attended by: 1. Mohini Aggarwal, Rajdhani College 2. Punam Tyagi, Kalindi College 3. Pooja Khanna, Daulat Ram College 4. Vishnu Kanta Purohit, Indraparstha College 5. Supritio Mishra, Shyam Lal College 6. Asha Tikku, Kamala Nehru College 7. Manjit Kaur, Shyama Prasad Mukherjee College 8. Anand Kumar, College of Vocational Studies 9. Rashmi Mittal, Dyal Singh College (Morning) 10. Ruchi Gupta, Dyal Singh College (Morning) 11. Basanti Nayak, Satyawati College (Morning) 12. Malabika Pal, Miranda House 13. Meeta Kumar, Miranda House 14. Leema Paliwal, St. Stephen’s College 15. N. Manichandra Singh, Ram Lal Anand College (Evening) 16. Abdul Rasheed Ch., Hindu College 17. Jayashree Sahoo, Lady Shri Ram College 18. Kakali Barua, Lady Shri Ram College The following texts were agreed upon: 1. N. Gregory Mankiw (2007), Economics: Principles and Applications, 4th edition, India edition by South-Western, a part of Cengage Learning, Cengage Learning India Private Limited, ISBN-13:978-81-315-0577-9 (hereafter Mankiw, 2007, 4e). 2. Karl E. Case and Ray C. Fair (2007), Principles of Economics, 8th edition, Pearson Education Inc., ISBN 81-317-1587-6.(hereafter Case & Fair, 2007, 8e). 3. Joseph E. Stiglitz and Carl E. Walsh (2006), Economics, International Student Edition, 4th Edition, W.W. Norton & Company, Inc., New York, ISBN 0-393-92622-2. (hereafter Stiglitz & Walsh, 2006, 4e). Topic wise Readings: 1. Exploring the subject matter of Economics:...
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...Instructor: DR. JAMES E. COFER, SR. Glass Hall 213 jcofer@missouristate.edu Office Hours: MONDAY 2:00 PM – 3:30 PM WEDNESDAY: 2:00 PM – 5:00 PM FRIDAY: 12:00 PM -12:45 PM COURSE DESCRIPTION: PREREQUISITE: CIS 101 OR CSC 101; AND GRADE OF C OR BETTER IN MTH 135 OR HIGHER (EXCLUDING MTH 130, FORMERLY MTH 145). COLLECTION, ANALYSIS, INTERPRETATION AND PRESENTATION OF DATA RELATED TO BUSINESS, MEASURES OF CENTRAL TENDENCY AND DISPERSION, ELEMENTARY PROBABILITY, PROBABILITY DISTRIBUTIONS, SAMPLING, STANDARD ERROR, INTERVAL ESTIMATION, HYPOTHESIS TESTING, REGRESSION ANALYSIS. COMPUTER STATISTICAL PACKAGES WILL BE UTILIZED IN ANALYSIS OF A VARIETY OF APPLICATIONS PROBLEMS. Course Objectives/Learning Outcomes: QBA 237 IS A PROBLEM BASED COURSE GIVEN IN A LECTURE FORMAT. In this course you will learn What statistics is and how it is used in decision making Basic statistical terminology How to organize, display, describe, and summarize data using Microsoft Excel and other methods How to calculate and analyze descriptive statistics What is meant by inferential statistics using estimation and hypothesis testing? Basic concepts of probability Basic sampling methods Analysis of data using correlation and regression. Course Resources: BLACKBOARD Consult Blackboard for assignments and due dates before you contact the professor. Blackboard is a Learning Management System which we will use for our course. You can login to Blackboard...
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...Chapter 1: Introduction – Defining the Role of Statistics in Business • Statistical Analysis: helps extract information from data and provides an indication of the quality of that information • Data mining: combines statistical methods with computer science & optimization in order to help businesses make the best use of the information contained in large data sets • Probability: helps you understand risky and random events and provides a way of evaluating the likelihood of various potential outcomes 1.1 - Why should you learn statistics? o Advertising. Effective? Which Commercial? Which markets? o Quality control. Defect rate? Cost? Are improvements working? o Finance. Risk – how high? How to control? At what cost. o Accounting. Audit to check financial statements. Is error material? o Other – economic forecasting, measuring and controlling productivity 1.2 – What is statistics? • Statistics: the art and science of collecting and understanding data o A complete and careful statistical analysis will summarize the general facts that apply to everyone and will also alert you to any exceptions. 1.3 – The Five Basic Activities of Statistics 1. Design Phase: will resolve these issues so that useful data will result a. Designing the Study involves planning the details of data gathering. Can avoid the costs & disappointment of find out – too late – that the data collected are not adequate to answer the important questions...
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...coming Tuesday tutorial, and • set H – written solutions to which you should hand to your MATH103 tutor by 4 pm next Thursday. All the problems are to be studied before the Tuesday tutorial. Your submitted solutions are marked by your tutor and handed back the following Tuesday; the lecturer’s solutions are available online the same day. Web publications All module materials will be available on VITAL as soon as they are needed in the class. Hard copies of some houndouts will also be distributed, but only once. Closer to the end of the semester, past papers will be put on VITAL. Class Tests There will be one class test during the module; the date will be announced at least a week in advance. Examinations The course will be assessed by a single 2 1 hour examination paper in January. Your perfor2 mance at the tutorial classes (including a mini-project consisting of 5 extra individual problems) contribute 10% to the final assessment (key skills). Another 10% of the final mark are coming...
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