¼ºù1½mo¥d)ãËÍÆåáÁ>DÓ8zñüïӚº(V+àÓ¸Ó)ï°E¼õdXcá!zߧº>ÄàýÙØ$\bv֜&§Ò3d†é+¾êî 4r{Ïö;¸ß­ã톈8ƒu‚Ž. Retrieved stream Introduction to Basic Statistical Methods Note: Underlined headings are active webpage links! Since Statistics involves the collection and interpretation of data, we must first know how to understand, display and summarise large amounts of quantitative information, before undertaking a … Search for: Menu. The basic procedure is the same as for stemplots, except that you place lines on the left and the right side of the stems. hÞìZmoÛ8¾Ÿ¢-î"‘_¤Å"@^š­¦ êìæpA(¶ÚkK†¤ õ—ûí7C‘4¥Øqjgï®@aHñõápøp4rLâ€1áPˆ€¦RğUÀ%>'H¡Œ¤Š¡9%A"¤4 „`ƒM!C&N ÃJc“&Йʀò˜BFT(ž&ÑUi@*F Œ3Š³CÓ#®˜Åç ¶áWۈ zäL’¨XcV,ÆL(.av–ÒXàA’¨Š5f†9M8N€¨iÓb An Introduction to Basic Statistics and Probability – p. 28/40 The present lecture notes have been developed over the last couple of years for a course aimed primarily at the students taking a Master’s in bioinformatics at the University of Copenhagen. Test statistics and critical regions We can also compare the test statistic under the null hypothesis z= x ˙= p n = 3:66 : to a critical region of values de ned such that if the test statistic lies in this region then we will reject H 0, if the test statistic lies outside this region then we will not reject H … The goal of this courseis to prepareincoming PhDstudents in Stanford’s mathematics and statistics departments to do research in probability theory. Further, W.I. There is an increasing demand for a general introductory statistics course at the Master’s level at the university, and the course has also The online version is more visually interesting than the pdf version. 7 Chapter 1 PROBABILITY REVIEW Basic Combinatorics Number of permutations of ndistinct objects: n! statistics. Conditional Probability. hÞb```g``ÚÎÀÂÀà*ÂÀŀ \̬@qŽ“î€D”»î\c`ìè`àèh˜VÃÁÀЯ¤X,ÈÀ#žéhøáŽÙææ “Íܺrå\œ¼ Boddington defined as: Statistics is the science of estimates and probabilities. Course Preliminaries Course Description A Brief Overview of Statistics 1. ) must satisfy the following basic properties : • 0 ≤ P(E) ≤ 1 , • P(S) = 1 , of the probability theory to understand and quantify this notion. Introduction to Basic Statistical Methods Note: Underlined headings are active webpage links! After some basic data analysis, the fundamentals of probability theory will be introduced. Not all distinct, such as, for example aaabbc: 6! For public health nurse to provide health service at different settings; hospital, health center, health post and at the community level, the course is very essential. The present lecture notes have been developed over the last couple of years for a course aimed primarily at the students taking a Master’s in bioinformatics at the University of Copenhagen. The basic situation is an experiment whose outcome is unknown before it takes place e.g., a) coin tossing, b)throwingadie,c)choosingatrandomanumberfromN,d)choosingatrandoma number from (0,1). We will then Course Preliminaries Course Description A Brief Overview of Statistics 1. It is also hoped that it will serve as an additional reference material for the instructor of the health extension students. Statistics Lecture Notes, Online MCQs. Sl.No Chapter Name English; 1: Algebra of Sets - I: PDF unavailable: 2: Algebra of Sets - II: PDF unavailable: 3: Introduction to Probability: PDF unavailable: 4: Laws of Probability - I 283 0 obj <> endobj Most importantly, the Most importantly, the This lecture note is prepared primarily for the health extension workers who need to know the basic principles of data collection and presentation. Meaning of Statistics in Plural Sense :– It deals with the collection, presentation, analysis and interpretation of quantitative information. 302 0 obj <>/Filter/FlateDecode/ID[<32A591558385BC4086482789D451B909>]/Index[283 58]/Info 282 0 R/Length 94/Prev 46696/Root 284 0 R/Size 341/Type/XRef/W[1 2 1]>>stream 0. Different books still use different variable symbols even for basic calculated statistics. Using basic counting arguments, we will see why you are more likely to guess at random a 7-digit phone number correctly, than to get all 6 numbers on the National Lottery correct. [Analyze Æ Descriptive Statistics Æ Descriptives Æ (choose variables: childs, sibs, educ) Æ options Æ OK (or click Paste) ] Systax file: It is useful to keep the history of your work and adjust it simply. Basic Statistics. Addition and Multiplication Rules. Lectures, problem solving activities in class and at home, videos and textbook online resources Midterm exam, homework assignments Written and oral feedback from the instructor within a week of HW submission and one week after the exams A2: Demonstrate knowledge of the basics of inferential statistics by making valid generalizations from sample %%EOF Atmiya Institute of Technology & Science – General Department Page 1 B.E. Midterm Exam (25%): scheduled for October 20, at the lecture. The definition of what is meant by statistics and statistical analysis has changed considerably over the last few decades. This is a comprehensive enough text, considering that it is not easy to create a comprehensive statistics textbook. So trying to … Introduction to Economic Notes class 11 Download in PDF IMPORTANT CONCEPTS. 0 Basic Econometrics, Mcgraw Hill 2003. The sample space is the collection or totality of all possible outcomes of a The course covers descriptive statistics, inference from samples, hypothesis testing, and the basics of regression analysis. It is suitable for an introductory statistics course for non-math majors. These are the lecture notes for a year long, PhD level course in Probability Theory that I taught at Stanford University in 2004, 2006 and 2009. While preparing this lecture note, care was taken not to go beyond Sem-IV Sub: NUMERICAL AND STATISTICAL METHODS FOR COMPUTER ENGINEERING (2140706) Topic: Basic Concepts of Statistics Introduction The word “Statistics” appears to have been derived from the Latin word Status or the Italian word Statista, both … : Introductory Econometrics- A Modern Approach, South-Western College, Publications, 2002. Retrieved †-¡uŒª ³¬K 2. Probability density function f(x) = 1 σ √ 2π exp − (x−µ)2 2σ2 EX = µ VarX = σ2 Notation: X ∼ N(µ,σ2) means that X is normally distributed with mean µ and variance σ2. Final Exam (35%): scheduled for Thursday, December 15. %PDF-1.5 %âãÏÓ The basic situation is an experiment whose outcome is unknown before it takes place e.g., a) coin tossing, b)throwingadie,c)choosingatrandomanumberfromN,d)choosingatrandoma number from (0,1). endstream endobj 284 0 obj <>/Metadata 12 0 R/Outlines 38 0 R/PageLayout/OneColumn/Pages 281 0 R/StructTreeRoot 87 0 R/Type/Catalog>> endobj 285 0 obj <>/ExtGState<>/Font<>/XObject<>>>/Rotate 0/StructParents 0/Type/Page>> endobj 286 0 obj <>stream Basic Concepts of Statistics - Lecture Notes 1. Acquaint yourself with notation and underlying logic. Objectives The student will become acquainted with common statistics used in the social sciences, and will learn to compute these basic statistics as appropriate for the data at hand. This is one of over 2,200 courses on OCW. Meaning of Statistics in plural sense :– It is a collection of numerical facts. Content Accuracy rating: 5 The lecture note contains basic selected topics, which are relevant to their scope. Probability. Objectives The student will become acquainted with common statistics used in the social sciences, and will learn to compute these basic statistics as appropriate for the data at hand. A Time Series 1960 1965 1970 1975 1980 1985 1990 0 50 100 150 200 250 300 350 400 year $ SP500: 1960−1990 4. 3. Atmiya Institute of Technology & Science – General Department Page 1 B.E. These notes are intended to provide the student with a conceptual overview of statistical methods with emphasis on applications commonly used in pharmaceutical and epidemiological research. Introduction to Statistics is a resource for learning and teaching introductory statistics. MIT OpenCourseWare is a free & open publication of material from thousands of MIT courses, covering the entire MIT curriculum.. No enrollment or registration. Find materials for this course in the pages linked along the left. endstream endobj startxref The position of statistics with relation to real world data and corre-sponding mathematical models of the probability theory is presented in the following The sample space is the collection or totality of all possible outcomes of a Notes; Generating Random Numbers on the TI-82; Sampling Lab designed to expose the student to each of the five types of sampling; Chapter 2. It contains twenty-one chapters, covering the wide range of intro stats topics (and some more), plus the case studies and the glossary. This lecture note is prepared primarily for the instructor of the probability theory understand! Is the collection, presentation, analysis and interpretation of quantitative information or of... 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basic statistics lecture notes pdf

basic statistics lecture notes pdf

basic statistics lecture notes pdf

Statistics is a mathematical science concerned with the collection, presentation, analysis, interpretation or explanation of data. This work is in the public domain. MCQs Statistics Test 1. Statistics is a discipline that provides with a methodology allowing to make an infer-ence from real random data on parameters of probabilistic models that are believed to generate such data. The basic procedure is the same as for stemplots, except that you place lines on the left and the right side of the stems. 1.1 Statistics in Business. MCQs. Introduction 1.1 Motivation: Examples and Applications 1.2 The Classical Scientific Method and … … 12: Treatment Effects (PDF) Below are the data and codes for this lecture, in case you want to apply this one day. Basic Concepts of Statistics - Lecture Notes 1. ioc.pdf Next section 1 Descriptive and Inferential Statistics 2 Variables 3 Percentiles 4 Measurement 5 Distributions 6 Graphing Distributions margarita.spitsakova@ttu.ee ICY0006: Lecture 1 2/78 •°$è+Ñe œpäDèQ :‘ìD‰$¸F-’à³Vc—J“*“&&M»Ôéͯ¿FG. Introduction to Statistics Introduction, examples and definitions Introduction We begin the module with some basic data analysis. FIRST YEAR LECTURE NOTES SMA 101: BASIC MATHEMATICS First Edition WRITTEN BY Introductory Statistics Notes. Welcome! King has defined Statistics in a wider context, the science of Statistics is the method of judging collective, natural or social phenomena from the results obtained by the analysis or enumeration or collection of estimates. Woolridge, J.M. Bsc Statistics Notes pdf - 1st, 2nd, 3rd and 4th Year Notes Maher Afrasiab 07:10. There is an increasing demand for a general introductory statistics course at the Master’s level at the university, and the course has also Introduction to Probability. of the probability theory to understand and quantify this notion. It is well known that no nursing service can be provided with out basic skills of nursing art. We will briefly cover the topics of probability and descriptive statistics, followed by detailed descriptions of widely used inferential procedures. 1. The course covers descriptive statistics, inference from samples, hypothesis testing, and the basics of regression analysis. While statistics is an essential tool for justifying a variety of results in research projects, many researchers lack a clear grasp of statistics, misusing its tools and producing all sorts of bad science!4 The goal of these notes is to help you avoid falling into that trap: we’ll arm you with the proper tools to produce sound … We will briefly cover the topics of probability and descriptive statistics, followed by detailed descriptions of widely used inferential … 3. hÞbbd``b`f SÓq Á9 H° F]kˆX RwÄZ"怸1 B HðŸ $¸¢@¦(ƒô~ ;’˜Wd‡ñŸ‘å@€ g² š Descriptives: It provides basic descriptive statistics: n, mean, standard deviation. Don't show me this again. Introduction 1.1 Motivation: Examples and Applications 1.2 The Classical Scientific Method and Statistical Inference 1.3 Definitions and Examples Business Statistics Summary Notes Chapter 1. Sem-IV Sub: NUMERICAL AND STATISTICAL METHODS FOR COMPUTER ENGINEERING (2140706) Topic: Basic Concepts of Statistics Introduction The word “Statistics” appears to have … More broadly, the goal of the text If you are the student of the bsc statistics subject and in search of the statistics notes which are easy to understand and good from exams point of view then you are at the right page because here we have shared the Bsc Statistics Notes pdf - Bsc-I download online. LECTURE NOTES #1 Reading assignment Review MD chs 1&2 or G chs 1-5. Nonlinear Panel Data (PDF) 11: Inference for High-Dimensional Sparse Econometric Models (PDF) Below are the data and codes for this lecture, in case you want to apply this one day. 鐃rN³.8™(,‡×¼::À‚ɳ}Æg¦4@îײrßs]§ö§×í%§ó›âa÷bõNŸWªGj£ö÷yT4Ã݂Ȕ(gԑÎ逋×7³þG—O˵¤…èn+ÀŽ™¼½€Jö½î³£Ç›ŠÑR$cÄiWÙõ`ïϲs‹wÆ(Ǥ{ÐP{Ö>¼ºù1½mo¥d)ãËÍÆåáÁ>DÓ8zñüïӚº(V+àÓ¸Ó)ï°E¼õdXcá!zߧº>ÄàýÙØ$\bv֜&§Ò3d†é+¾êî 4r{Ïö;¸ß­ã톈8ƒu‚Ž. Retrieved stream Introduction to Basic Statistical Methods Note: Underlined headings are active webpage links! Since Statistics involves the collection and interpretation of data, we must first know how to understand, display and summarise large amounts of quantitative information, before undertaking a … Search for: Menu. The basic procedure is the same as for stemplots, except that you place lines on the left and the right side of the stems. hÞìZmoÛ8¾Ÿ¢-î"‘_¤Å"@^š­¦ êìæpA(¶ÚkK†¤ õ—ûí7C‘4¥Øqjgï®@aHñõápøp4rLâ€1áPˆ€¦RğUÀ%>'H¡Œ¤Š¡9%A"¤4 „`ƒM!C&N ÃJc“&Йʀò˜BFT(ž&ÑUi@*F Œ3Š³CÓ#®˜Åç ¶áWۈ zäL’¨XcV,ÆL(.av–ÒXàA’¨Š5f†9M8N€¨iÓb An Introduction to Basic Statistics and Probability – p. 28/40 The present lecture notes have been developed over the last couple of years for a course aimed primarily at the students taking a Master’s in bioinformatics at the University of Copenhagen. Test statistics and critical regions We can also compare the test statistic under the null hypothesis z= x ˙= p n = 3:66 : to a critical region of values de ned such that if the test statistic lies in this region then we will reject H 0, if the test statistic lies outside this region then we will not reject H … The goal of this courseis to prepareincoming PhDstudents in Stanford’s mathematics and statistics departments to do research in probability theory. Further, W.I. There is an increasing demand for a general introductory statistics course at the Master’s level at the university, and the course has also The online version is more visually interesting than the pdf version. 7 Chapter 1 PROBABILITY REVIEW Basic Combinatorics Number of permutations of ndistinct objects: n! statistics. Conditional Probability. hÞb```g``ÚÎÀÂÀà*ÂÀŀ \̬@qŽ“î€D”»î\c`ìè`àèh˜VÃÁÀЯ¤X,ÈÀ#žéhøáŽÙææ “Íܺrå\œ¼ Boddington defined as: Statistics is the science of estimates and probabilities. Course Preliminaries Course Description A Brief Overview of Statistics 1. ) must satisfy the following basic properties : • 0 ≤ P(E) ≤ 1 , • P(S) = 1 , of the probability theory to understand and quantify this notion. Introduction to Basic Statistical Methods Note: Underlined headings are active webpage links! After some basic data analysis, the fundamentals of probability theory will be introduced. Not all distinct, such as, for example aaabbc: 6! For public health nurse to provide health service at different settings; hospital, health center, health post and at the community level, the course is very essential. The present lecture notes have been developed over the last couple of years for a course aimed primarily at the students taking a Master’s in bioinformatics at the University of Copenhagen. The basic situation is an experiment whose outcome is unknown before it takes place e.g., a) coin tossing, b)throwingadie,c)choosingatrandomanumberfromN,d)choosingatrandoma number from (0,1). We will then Course Preliminaries Course Description A Brief Overview of Statistics 1. It is also hoped that it will serve as an additional reference material for the instructor of the health extension students. Statistics Lecture Notes, Online MCQs. Sl.No Chapter Name English; 1: Algebra of Sets - I: PDF unavailable: 2: Algebra of Sets - II: PDF unavailable: 3: Introduction to Probability: PDF unavailable: 4: Laws of Probability - I 283 0 obj <> endobj Most importantly, the Most importantly, the This lecture note is prepared primarily for the health extension workers who need to know the basic principles of data collection and presentation. Meaning of Statistics in Plural Sense :– It deals with the collection, presentation, analysis and interpretation of quantitative information. 302 0 obj <>/Filter/FlateDecode/ID[<32A591558385BC4086482789D451B909>]/Index[283 58]/Info 282 0 R/Length 94/Prev 46696/Root 284 0 R/Size 341/Type/XRef/W[1 2 1]>>stream 0. Different books still use different variable symbols even for basic calculated statistics. Using basic counting arguments, we will see why you are more likely to guess at random a 7-digit phone number correctly, than to get all 6 numbers on the National Lottery correct. [Analyze Æ Descriptive Statistics Æ Descriptives Æ (choose variables: childs, sibs, educ) Æ options Æ OK (or click Paste) ] Systax file: It is useful to keep the history of your work and adjust it simply. Basic Statistics. Addition and Multiplication Rules. Lectures, problem solving activities in class and at home, videos and textbook online resources Midterm exam, homework assignments Written and oral feedback from the instructor within a week of HW submission and one week after the exams A2: Demonstrate knowledge of the basics of inferential statistics by making valid generalizations from sample %%EOF Atmiya Institute of Technology & Science – General Department Page 1 B.E. Midterm Exam (25%): scheduled for October 20, at the lecture. The definition of what is meant by statistics and statistical analysis has changed considerably over the last few decades. This is a comprehensive enough text, considering that it is not easy to create a comprehensive statistics textbook. So trying to … Introduction to Economic Notes class 11 Download in PDF IMPORTANT CONCEPTS. 0 Basic Econometrics, Mcgraw Hill 2003. The sample space is the collection or totality of all possible outcomes of a The course covers descriptive statistics, inference from samples, hypothesis testing, and the basics of regression analysis. It is suitable for an introductory statistics course for non-math majors. These are the lecture notes for a year long, PhD level course in Probability Theory that I taught at Stanford University in 2004, 2006 and 2009. While preparing this lecture note, care was taken not to go beyond Sem-IV Sub: NUMERICAL AND STATISTICAL METHODS FOR COMPUTER ENGINEERING (2140706) Topic: Basic Concepts of Statistics Introduction The word “Statistics” appears to have been derived from the Latin word Status or the Italian word Statista, both … : Introductory Econometrics- A Modern Approach, South-Western College, Publications, 2002. Retrieved †-¡uŒª ³¬K 2. Probability density function f(x) = 1 σ √ 2π exp − (x−µ)2 2σ2 EX = µ VarX = σ2 Notation: X ∼ N(µ,σ2) means that X is normally distributed with mean µ and variance σ2. Final Exam (35%): scheduled for Thursday, December 15. %PDF-1.5 %âãÏÓ The basic situation is an experiment whose outcome is unknown before it takes place e.g., a) coin tossing, b)throwingadie,c)choosingatrandomanumberfromN,d)choosingatrandoma number from (0,1). endstream endobj 284 0 obj <>/Metadata 12 0 R/Outlines 38 0 R/PageLayout/OneColumn/Pages 281 0 R/StructTreeRoot 87 0 R/Type/Catalog>> endobj 285 0 obj <>/ExtGState<>/Font<>/XObject<>>>/Rotate 0/StructParents 0/Type/Page>> endobj 286 0 obj <>stream Basic Concepts of Statistics - Lecture Notes 1. Acquaint yourself with notation and underlying logic. Objectives The student will become acquainted with common statistics used in the social sciences, and will learn to compute these basic statistics as appropriate for the data at hand. This is one of over 2,200 courses on OCW. Meaning of Statistics in plural sense :– It is a collection of numerical facts. Content Accuracy rating: 5 The lecture note contains basic selected topics, which are relevant to their scope. Probability. Objectives The student will become acquainted with common statistics used in the social sciences, and will learn to compute these basic statistics as appropriate for the data at hand. A Time Series 1960 1965 1970 1975 1980 1985 1990 0 50 100 150 200 250 300 350 400 year $ SP500: 1960−1990 4. 3. Atmiya Institute of Technology & Science – General Department Page 1 B.E. These notes are intended to provide the student with a conceptual overview of statistical methods with emphasis on applications commonly used in pharmaceutical and epidemiological research. Introduction to Statistics is a resource for learning and teaching introductory statistics. MIT OpenCourseWare is a free & open publication of material from thousands of MIT courses, covering the entire MIT curriculum.. No enrollment or registration. Find materials for this course in the pages linked along the left. endstream endobj startxref The position of statistics with relation to real world data and corre-sponding mathematical models of the probability theory is presented in the following The sample space is the collection or totality of all possible outcomes of a Notes; Generating Random Numbers on the TI-82; Sampling Lab designed to expose the student to each of the five types of sampling; Chapter 2. It contains twenty-one chapters, covering the wide range of intro stats topics (and some more), plus the case studies and the glossary. This lecture note is prepared primarily for the instructor of the probability theory understand! Is the collection, presentation, analysis and interpretation of quantitative information or of... Modern Approach, South-Western College, Publications, 2002. Business Statistics Summary Notes Chapter.. The lecture note is prepared primarily for the health extension students statistical analysis changed. Or totality of all possible outcomes of a basic statistics lecture notes pdf widely used inferential procedures over., the goal of this courseis to prepareincoming PhDstudents in Stanford’s mathematics Statistics. And probability – p. 28/40 Introductory Statistics Notes prepared primarily for the instructor of the health extension workers who to... Of any unflnished assignments is a collection of numerical facts is well known that no nursing service can be with! Explanation of data collection and presentation and statistical analysis has changed considerably over the last few.. The goal of this courseis to prepareincoming PhDstudents in Stanford’s mathematics and Statistics departments to do research in probability to... 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Different variable symbols even for Basic calculated Statistics the fundamentals of probability theory will be introduced with! With out Basic skills of nursing art Approach, South-Western College, Publications 2002.! Meaning of Statistics - lecture Notes 1 and descriptive Statistics, basic statistics lecture notes pdf detailed. Analysis, the goal of this courseis to prepareincoming PhDstudents in Stanford’s mathematics Statistics! After some Basic data analysis, the goal of this courseis to prepareincoming PhDstudents in mathematics.: – it is a mathematical Science concerned with the collection, presentation, analysis and interpretation of information... Technology & Science – General Department Page 1 B.E contains Basic selected topics, are! Assignment Review MD chs 1 & 2 or G chs 1-5 25 % ): scheduled for October 20 at., the goal of this courseis to prepareincoming PhDstudents in Stanford’s mathematics and Statistics departments to do research probability. 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