And, again, its all free. Regression- Statistic- it describes a characteristics of the sample, which can then be used to make inference about unknown parameters. endobj Estimation of mean If so, share your PPT presentation slides online with PowerShow.com. endobj Regression The focus is on the foundational computational statistical analysis and visualization methods underpinning modern data science . << /S /GoTo /D (chapter.7) >> << /S /GoTo /D (chapter.2) >> Outlier- observation that falls far from the rest of the data. << /S /GoTo /D (chapter.9) >> real difference. Nominal data best displayed by pie chart comparing the data values. Eg- weight, length, temperature. and 1? Mean gets r is measured on a scale from -1 through 0 to +1. distribution. Deciles- divides the observed values into tenths/ 10 equal parts If there are more than 2 means, then doing t test increases the & Different Post hoc tests- Case Study: Control in the Design of an Experiment (Online), 12.2 Tests for Independence and the Homogeneity of Proportions, 12.3 Testing the Significance of the Least-Squares Regression Model, Making an Informed Decision: Benefits of College, Case Study: Feeling Lucky? Non Parametric tests Step4. Making an Informed Decision: Selecting a Mutual Fund, Case Study: How Old Is Stonehenge? Mean = Median = Mode (Logistic Regression) 2.Measures of Central Tendency : Mean, Median, and endobj 2014, Excel 2013 with Data Analysis Toolpak Study Card for Introductory Statistics etc.., Measures of center, dispersion & stream Shitha Francis , St.Marys College 2017 One way- study effects of one factors. Sample distribution- frequency distribution of the sample. endobj frequency for the, In some cases it is necessary to group the values, Eg., we wish to create a freq. and summarizing information test independent, identically distributed variables will be approximately Description of data Nominal Mode 29 0 obj Integrating Statistical Softwareis easier with in-chapter resources to complement the support built intoMyLab Statisticsdescribed above. Subscriptions starting at $9.99/month. Case Study: Sampling Distribution of the Median (Online). << /S /GoTo /D (section.2.7) >> In this course you will learn the basics of statistics; not just how to calculate them, but also how to evaluate them. Do you have PowerPoint slides to share? /Resources 100 0 R They'll give your presentations a professional, memorable appearance - the kind of sophisticated look that today's audiences expect. - National Statistical Committee of the Kyrgyz Republic Science, technology and innovation statistics in the Kyrgyz Republic Training workshop for ECO countries. Sample statistics estimate unknown popu-lation parameters.? endobj Relatively simple to conduct, Non Parametric test Statistics: Frequentist InferenceNull Hypothesis Significance Testing (NHST) 9 C17 Frequentist methods; NHST (PDF - 1.1MB) Class 17 Slides with Solutions (PDF - 1.4MB) C18 NHST II: Significance level, power, t-tests (PDF) Class 18 Slides with Solutions (PDF) 10 C19 NHST III: Gallery of tests (PDF) Class 19 Slides with Solutions (PDF) C20 Summarize data by computing a measure of central, Sampling methods are methods for selecting a, Simple random sampling - equal chance for each, Systematic sampling - the process of selecting, Stratified sample - obtained by dividing the, Cluster sampling - In cluster sampling groups are, Incidental or convenience sampling - Incidental, Consider the following set of data which are the, We wish to summarize this data by creating a. << /S /GoTo /D (section.2.5) >> endobj endobj parts. And, best of all, it is completely free and easy to use. 100% (1) 100% found this document useful (1 vote) 547 views. Shapiro-Wilk has the best power for a given significance. << /S /GoTo /D (section.2.9) >> We learn about Definition. 2017 (Basic Probability) methods of collecting data 93 0 obj Variable & Types used research Statistics. Definition of Variables. This would not summarize the data very much. Mathematical Statistics with Applications in R - Kandethody M. Ramachandran 2014-09-14 Mathematical Statistics with Applications in R, Second Edition, offers a modern calculus-based theoretical introduction to mathematical statistics and applications. Andrejs Dunkels, Types of statistics Variable- a characteristic that varies from one person or thing to another. endobj @:utW[E(5gmTZ2"l5n*Dg1Bb16X-}G}T@7tc@k/2A8dTyS`>Q#x f?yN Iy&)PQQ{T+z_oW6~(D+pU[(_]>ay4.Wn0,?sX8nrr? Variable scales Today, even elementary school statistics is now introduced, but the statistics level required succeeding at school and college is much higher. Section 9.1 ~ Fundamentals of Hypothesis Testing Introduction to Probability and Statistics Ms. Young Statistical Claims Of our 350 million users, more than 50% Spatial Statistics Concepts (O&U Ch. Well convert it to an HTML5 slideshow that includes all the media types youve already added: audio, video, music, pictures, animations and transition effects. Estimation of proportions 40 0 obj Yates correction- if expected cell frequency is < 5 e.g., we use the average height of the sample to. Shapiro-Wilk test 2015, Graphing Calculator Study Card for Statistics Sample size is small. Prepare students to make informed decisionsby connecting statistical concepts to their everyday lives and learning to think critically. Ordinal data best displayed by bar graph. Mike Sullivan pulls ideas and strategies used in his classroom into more than 350 new and updated exercises, over 100 new and updated examples, new Retain Your Knowledge problems, and Big Data problems. Outcome is an ordinal variable. << /S /GoTo /D (section.2.6) >> Ethnography 48 0 obj Large sample- identify differences which has no clinical relevance. quantitative variables Nominal. Regression coefficient gives a better summary of the relationship between Winner of the Standing Ovation Award for "Best PowerPoint Templates" from Presentations Magazine. assumptions. 98 0 obj << (Confidence Intervals) A T R T S Statistics for Transparency, Accountability, Results and Transformation The South Africa I know, the home I understand The South Africa I know, the home I DHHS Cost Allocation Fundamentals DHHS Controller s Office Cost Accounting Branch 2010. Compares the sample Sullivan The science that deals with the collection, tabulation, analysis, interpretation, and presentation of quantitative data. Do you have PowerPoint slides to share? Examples. of, 13.59 of the data lie between one and two, Finally, almost all of the data (99.74) are. endobj Representativeness is more important than ran . 24 0 obj Description- summarizing and exploring data endobj two independent Range Arrange the frequency values along the abscissa. 2.Measures of Central Tendency : Mean, Median, and Mode. Descriptive statistics consist of methods for organizing endobj JFIF H H ;CREATOR: gd-jpeg v1.0 (using IJG JPEG v62), quality = 90 Introductory Statistical Concepts * * * * * * * Spell Out Hypotheses * * * * Name the population parameters? Making an Informed Decision: Tables or Graphs? 1.point estimation a variable is discrete if it can assume only a finite Shitha Francis , St.Marys College World's Best PowerPoint Templates - CrystalGraphics offers more PowerPoint templates than anyone else in the world, with over 4 million to choose from. endobj The science that deals with the collection. 44 0 obj 21 0 obj endobj phrase, means- after this or after the event Overview: Class description and syllabus Record guess of person's age by card number. endobj 99.7% of the values lie within 3SD. Well, Are You? endobj 32 0 obj 10.4 Putting It Together: Which Method Do I Use? of symmetry in distribution. K-12 educators: This link is for individuals purchasing with credit cards or PayPal only. endobj You might even have a presentation youd like to share with others. Class interval- covers the range between maximum & minimum Two way- study effects of multiple factors. Hypothesis arise from the theory that drives the research. (The Normal Distribution) Skewness Degree of association is measured by a correlation coefficient, r. endobj The Five Basic Words of Statistics important point The five words population, sample, parameter, statistic(singular), and variable form the basic vocabulary of statistics. difference between the first & third quartiles of the a branch of mathematics dealing with the contradictory behavior, belief, opinions, emotions & relationships. Tukeys honestly significant difference (HSD) Mode. 3. endobj Section 9.1 ~ Fundamentals of Hypothesis Testing. Summary of tests to be used (13.7MB), PowerPoint Presentation (Download only) for the Fundamentals of Statistics, 5th Edition Central limit theorem- used to make inference about unknown parameters. Assumptions of ANOVA- Normality, Linearity. Introducing Pearson+ 1500+ eTexts and study tools, all in one place. than 5% or p<0.05. Quartiles are not equidistant from median. 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Values- <1 - risk of disease is less among exposed (Types of Data) - We deliver consulting services in the areas of Biostatistics, Statistical programming, FDA interactions and Regulatory interactions. 49 0 obj Independent variable- variable is not dependent on other variable. It's FREE! All resources, including the Student Activity Workbook and Author in the Classroom videos were created by Mike for his classroom and are available for use in yours to help students succeed and stay engaged. Identify the highest and lowest values (51 43). NUDist 1. Sample size is large enough for Central limit theorem to lead to 52 0 obj Qualitative data- the variable which yield non numerical data. 2. But the difference | 6 pp, StatCrunch Mobile, Intro Stats: International Edition StatCrunch Mobile, Intro Stats: International Edition. This course is designed to equip anyone who desires to begin a career in data analysis, quantitative analysis, business intelligence, or other areas of business and . Sample Moisture content of kraft paper are 6.7, a3 gt 0 (positive), the data are skewed to the, a3 lt 0 (negative), skewed to the left, means that, Mesokurtic (between these 2 distribution normal. (The Binomial Distribution) possible values. 28 0 obj population mean (Questions on Samples) zveVn$CUB=H*Srj6 . the smallest one. 77 0 obj & population based on information obtained from a Mike has numerous textbooks in publication in addition to his Introductory Statistics Series, which include a Developmental Math series, and a Precalculus series, which he writes with his father, Michael Sullivan. 64 0 obj Types of Variable - Colour of hair,gender,blood group. THE EFFECT OF WW1 ON GERMANY, of Statistics endstream endobj 15 0 obj << /Length 7935 /Filter /FlateDecode >> stream MEASURES OF Pie-chart. 2 groups Fundamentals of Statistics AtHome Tuition 57K subscribers Subscribe 8.5K views 7 years ago Grade 10 Math Fundamentals of Statistics Show more Show more We reimagined cable. 4.Measures of Position : Percentile ,Quartile, Decils. Independent 95.4% of the values lie within 2SD. States that the distribution of the sum/ average of a large number of endobj - PowerPoint PPT Presentation Repeated measures of - Statistics and the Application of Statistics. limit & error is minimized by sample size. t-Test Retrospective & Longitudinal studies, research Compares the means of R by R Foundation Fundamentals of Multimedia 2nd Edition 2014 Ze-Nian Li Mark S. Drew Jiangchuan Liu Part II: Multimedia Data Compression Chapter 7 : Lossless Compression Algorithms *, Digital Transmission Fundamentals Pulse Code Modulation (PCM) sampling an analogue signal quantisation : assigning a discrete value to each sample, When Computing Meets Statistics Tr n Th Truy n Department of Computing Curtin University of Technology t.tran2@curtin.edu.au http://truyen.vietlabs.com, Introduction to Statistical Modeling Rong Jin *, A T R T S Pali Lehohla Statistician-General Statistics for Transparency, Accountability, Results and Transformation, Title: Lecture 00a Subject: Introduction to Statistical & Thermal Physics: Overview Author: Charles W. Myles Last modified by: cmyles Created Date. Variable & types Variable- a characteristic that varies from one person or thing to another. Values- >1- more among cases, <1- more among controls, research It is the ratio of incidence rate among exposed to the incidence rate One sample Variables - in advanced math in eighth grade predict twelfth-grade math achievement scores? 56 0 obj Eg- weight of a newborn, stress. means add up, So, for example, if the data are 0,2,5,9,12 the. It has millions of presentations already uploaded and available with 1,000s more being uploaded by its users every day. Pearson Education natural order. West & Barton 1.1 Introduction to the Practice of Statistics, 1.2 Observational Studies versus Designed Experiments. 68 0 obj endobj Many things are normally distributed, or very close to it. Overview: Class description and syllabus Record guess of person's age by card number. The goal of statistics is to gain understanding from data. << /S /GoTo /D (chapter.6) >> the risk of getting the disease) Both are interrelated. ANTHTOPAC, to the right problem is worth a good deal, marital status, and eye color. A parameter is an unknown numerical summary of the Record age 1. Rely on real-time data to adjust your teaching strategy. It became a method of inquiry during the Biological revolution of the 19th century. endobj The rest of the lectures were recorded in Fall 2016, but video of Lecture 1 was not available. 101 0 obj << 2018 Designs used- t- test 6. which can be used to make inference about parameters. Ratio of odds of exposure among the cases to odds of exposure among /Filter /DCTDecode endobj Interquartile We may conclude that difference is not significant, when in fact there is The Center for Research in Scientific Computation (CRSC) is a formally recognized, multidisciplinary center administered by North Carolina State University. Confidentiality motivates possible transformation of data before release. - Special Topic: Statistical analyses of twin and family data. Fundamentals of Statistics. more than an exact answer to an approximate problem." 68.2% of the values lie within 1SD. 92 0 obj Instructors, you may still place orders with your bookstore. (15.3MB), Instructor's Solutions Manual for Fundamentals of Statistics, 5th Edition We deliver consulting services in the areas of Biostatistics, Statistical programming, FDA interactions and Regulatory interactions. This item is currently unavailable for purchase on our websites. Introduction to Statistics * * What Is Statistics? They quantify the variability of the distribution. Hypothesis Tests Regarding a Parameter, 10.2 Hypothesis Tests for a Population Proportion, 10.3 Hypothesis Tests for a Population Mean. Means of related samples Paired t test Some situations where data does not follow normal distribution- Frequency distribution- table listing all classes & their frequencies. 2018. >> Significance test- it is a way of statistically testing a hypothesis by repeated measurements, Relative Risk (RR)- Hypothesis are formulated before collecting the data. Inferential statistics- It consists of methods for drawing and measuring the decreases, then r is -. Samples, statistical models, estimation, statistical decisions. (defining properties). Ratio scale- the variable has absolute zero as well as difference between height, weight, number of siblings, sex, Step2. 20012023 Massachusetts Institute of Technology, A Unified Curriculum with Bayesian Statistics, Targeted Readings and Online Reading Questions, Introduction to Probability and Statistics, Conditional probability, Bayes theorem (PDF), Discrete random variables, expectation (PDF), Expectation, variance, law of large numbers and central limit theorem (PDF), Joint distributions: Independence, covariance and correlation (PDF), Introduction to statistics; maximum likelihood estimates (PDF), Bayesian updating with known discrete priors (PDF), Bayesian updating: Probabilistic prediction; odds (PDF), Bayesian updating: Continuous prior, discrete data (PDF), Beta distributions: Continuous data (PDF), Class 17 Slides with Solutions (PDF - 1.4MB), NHST II: Significance level, power, t-tests (PDF), Comparison of Bayesian and frequentist inference (PDF), Confidence intervals for normal data (PDF). Dice. The topics I will use are Descriptive Statistics which includes (Frequencies and Descriptives), Survival Analysis, Regression, Correlation which includes (Bivariate), Comparing Means (One Sample T-test) fDescriptive Statistics N = 97 individuals No individuals were missing. Regression coefficient- (Online), Additional Topics found athttp://www.pearsonhighered.com/sullivanstats, B.2 Estimating a Population Standard Deviation, B.3 Hypothesis Tests for a Population Standard Deviation, B.4 Inference about two Population Proportions: Dependent Samples, B.5 Inference about two Population Standard Deviations, B.6 Comparing three or more means (One-Way Analysis of Variance), TestGen Computerized Test Bank (Download Only) for Fundamentals of Statistics, 5th Edition K12 Educators: Contact your Savvas Learning Company Account General Manager for purchase options. Mean & Median can be applied only to Quantitative data Scale type Permissible statistics Eg- height, weight, number of siblings. 61 0 obj endobj >1 risk of disease is more among exposed the bottom 25% of observed values from top 75% << /S /GoTo /D (chapter.8) >> It can be Symmetric or Nonsymmetric/ Skewed to left/ right based on its Seeks to confirm hypothesis Then you can share it with your target audience as well as PowerShow.coms millions of monthly visitors. A general purpose statistical package SPSS is widely used in the social sciences, particularly in sociology and psychology. Confidentiality motivates possible transformation of data before release. endobj Minitab, MATLAB, Nmath Stats PowerShow.com is a leading presentation sharing website. t-Statistic = Beta/SE (Beta) . - Statistics 140: Introduction to Statistics. Lilliefors test Laura Bamber. WithFundamentals of Statistics,author and instructor Mike Sullivan III draws on his passion for statistics and teaching to provide the tools students need to see that statistics is connected, not only within individual concepts, but also in the world at large. - Why Statistics is Not Mathematics and Why We Should Care About Teaching Statistics What is Statistics? median & mode. (3.7MB), Annotated Instructor's Edition for Fundamentals of Statistics, 5th Edition countable and normally discrete integer - eg 0, Keyway spec lower limit 9.52 mm, upper limit, Measuring instruments may not give a true reading, If the last digit is 5 or greater, rounded up. Quantitative with skewed distribution- Median. inferential statistics can be used. DIGITAL CULTURE AND THE FUTURE OF SCHOLARSHIP IN THE HUMANITIES-2022-FINAL-LA Simulation & Virtual Reality in Nursing Education.v5.ppsx, DEPTH STUDY GERMANY: WEIMAR REPUBLIC - 01. Audience. Making an Informed Decision: What College Should I Attend? Checking measures of Central tendency, Skewness & Kurtosis. Curve is not symmetrical but stretched more to one side. NOTE: This text requires a title-specific MyLab Statistics access kit.The title-specific access kit provides access to theSullivan,Fundamentals of Statistics 5/eaccompanying MyLab course ONLY. of the population to another. Whatever your area of interest, here youll be able to find and view presentations youll love and possibly download. but it does not tell which specific group differed. the data contradicts H0. Colour of hair,gender,blood group. 1. nominal scale used in RCTs & Cohort studies endobj Provide a title for the frequency polygon. When p-value 0.05, data sufficiently contradicts H0. A statistics is a characteristic of a sample. C W " G !1AQa"q2Rst %3B#$(6Sbr 1 !1AQaq"2B#5r ? Standard presentation of masses of numerical data ANCOVA- It is a blend of ANOVA & Regression. problem SPSS by IBM )(#NEhxF#I6ATE]p *Q=VpJ90JrcLywYuv&$i.JQBR]"z(Hyy:Bx|e5/6u+}i> q*5*C Kurtosis. endobj collected. - Statistics 300: Introduction to Probability and Statistics Section 4-3 Probability Chapter 4 Section 2: Fundamentals Section 3: Addition Rule Section 4 | PowerPoint PPT presentation | free to download. variables are comparable.. Statistical Disclosure Limitation: Releasing Useful Data for Statistical Analysis Stephen E. Fienberg Department of Statistics Center for Automated Learning & Discovery. 20 0 obj Dispersion- It is the spread/ variability of values about the measures of Tests for categorical data Practice, Practice, Practiceensures that students have the support they need to master the skills and begin to think statistically. each class interval. It is confounded with the groups of animals - Statistics is one of the most important aspects of applied math as its use is essential use in collection, classification, and interpretation of data in all industries and all spheres of life. Distribution may be positively or negatively skewed. With training in mathematics, statistics, and economics,Mike Sullivan, IIIhas a varied teaching background that includes 15 years of instruction in both high school and college-level mathematics. Quantitative data- the variables that yield numerical data Qualitative research 2 major types of statistics 65 0 obj St. Marys College, Thrissur data- Try it free. Fundamentals of mathematical statistics. normality of averages. Entrepreneurship Indicators Project Developing Comparable Measures of Entrepreneurship and the Factors that Enhance or Impede It Tim Davis OECD Statistics Directorate Structural Business Statistics Meeting May 10/11, 2007, Paris, - Entrepreneurship Indicators Project Developing Comparable Measures of Entrepreneurship and the Factors that Enhance or Impede It Tim Davis OECD Statistics Directorate, Status and Needs of Water Statistics in the ESCWA region Wafa Aboul Hosn Team leader, Sectoral Statistics Economic and Social Commission for Western Asia (ESCWA) Beirut, Lebanon P.O.Box: 11-8575, Riad Solh Square, Beirut Tel: (961 1) 978-519, Fax: (961, - Status and Needs of Water Statistics in the ESCWA region Wafa Aboul Hosn Team leader, Sectoral Stati, - Statistical & Uncertainty Analysis UC REU Programs Instructor: Lilit Yeghiazarian, PhD Environmental Engineering Program*. (Other Topics) %vGZlSf5vea**MFvfgudSN*sfLsw-~vYr6CUk V_,~RkYiCtq ~S9wd{;R }UO Multiple imputation approaches. integers . which are all based on probability theory. normal. Dichotomous. learn more. Quantitative research Please try again. Statistics for Transparency, Accountability, - A T R T S Pali Lehohla Statistician-General Statistics for Transparency, Accountability, Results and Transformation, - Title: Lecture 00a Subject: Introduction to Statistical & Thermal Physics: Overview Author: Charles W. Myles Last modified by: cmyles Created Date. estimate the average height of the population. Variance, continuous random variables (PDF), Gallery of continuous variables, histograms (PDF), Class 5 Slides, contd with Solutions (PDF), Problems file: Review for final exam (PDF), Solutions file: Review of final exam (PDF), Problems file: Review for final exam, contd (PDF), Solutions file: Review of final exam, contd (PDF). Correlation, Regression, normal distribution. Fisher exact probability test- used when sample size is small (n < 20) (Validity) Uses closed ended, numerical Graphical evaluation- normal plot, frequency polygon. - basic math skills Section 7.1 Math Fundamentals Section 7.2 Interpreting Numbers Statistics%201:%20Elementary%20Statistics. - Business statistics is all about the processes of taking key decisions under ambiguities, and it is one of the inevitable elements in key business fields like banking, finance, econometrics and marketing research. - Strengthening Statistical Capacity to Improve MDG Data in Conditions of Millenium Development Goals = key information on the state and development of countries National Strategies for the Development of Statistics and Their Impact on Agricultural and Rural Statistics Graham Eele, World Bank. C 11.4 Putting It Together: Which Method Do I Use? Fundamentals of Statistics - Free download as Powerpoint Presentation (.ppt), PDF File (.pdf), Text File (.txt) or view presentation slides online. If so, share your PPT presentation slides online with PowerShow.com. Shitha Francis , St.Marys College variable. BUREAU OF TRANSPORTATION STATISTICS Advisory Council on Transportation Statistics BTS Program Resources June 4, 2010 Traffic (T-100 and T100f) Monthly reports Why Statistics is Not Mathematics and Why We Should Care About Teaching Statistics What is Statistics? They do not have a MyLab Statistics is an online homework, tutorial, and assessment program designed to work with this text to engage students and improve results. Fundamentals of Statistical Analysis. Savvas Learning Company is a trademark of Savvas Learning Company LLC. The work is protected by local and international copyright laws and is provided solely for the use of instructors in teaching their courses and assessing student learning. t-test, ANOVA, Post hoc, degree of association. Ordinal. Inference- making predictions & generalizing about phenomena Statistical Data Analysis | Data Analysis | Statistics Services | Data Collec Introduction to Statistics - Basic concepts, Data analysis presentation by Jameel Ahmed Qureshi, Introduction to Statistics - Basic Statistical Terms, Recapitulation of Basic Statistical Concepts .pptx, Basics of Educational Statistics (Inferential statistics). Identify the key participants in the systems Definitions. << /S /GoTo /D (chapter.1) >> Mean- sum of observed values in a data divided by the number of Making an Informed Decision: Should We Convict? shape It is defined using the sample mean & values get strongly affected by A variable is an attribute of a person or an object that varies. Eg- temperature, time Study design is flexible, iterative McNemars test- used when there are two related samples or there are West, Barton & Berenson Statistical tests- Nominal. 2018, Download Instructor's Solutions Manual - PDF (application/zip) What is Operations Analysis? Mode Not possible to reduce both type I & II, So error is fixed at a tolerable population. Population is the collection of all individuals or items Assumptions made are- Uses open ended, textual methods Type I/ error- Rejecting true null hypothesis. (Probability of Events) distribution endobj Descriptive statistics- It consists of methods for organizing and Making an Informed Decision: Which Car Should I Buy? Descriptive and Inferential We don't recognize your username or password. 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Use appropriate statistical methods to solve the research measures how much 2 variables change together & how strong is the Central limit theorem 1. or cluster around in a particular region. Statistical data analysis. endobj variable does not has absolute zero. Interval Ordinal scale- the categories can be put in order.
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