Research Method.ppt 1 of 70 Research Method.ppt Feb. 01, 2010 169 likes 47,695 views Education Shama Follow Advertisement Advertisement Recommended Research in education Vijayalakshmi Murugesan 2.3k views 65 slides Research methodology Md Saifullah Khalid 7.1k views 32 slides Rm chapter 2 report cheppumol 535 views 10 slides biostatistics 212. today. d d @ @@ `` H ( c or the 2nd Moment of P(u) about the mean. Clipping is a handy way to collect important slides you want to go back to later. Click here to review the details. The Statistics and Methods Core supports CCPR research and training by providing expertise in the choice, development, and implementation of statistical methodology. Ratios: if CI includes 1, then is not significant The interval contains the true population value 95% of the time. With so many measurements, simply looking at the data fails to provide an informative account. Teaching Assistants: Katie Tranbarger & Scott Spicer, Y or unravel reasons/causes of - MAS1401 Statistical Methods An Introduction to Statistical Methods used in the Agricultural and Biological Sciences Lecturer: Dr David Walshaw School of Mathematics Statistics 202: Statistical Aspects of Data Mining, - Statistics 202: Statistical Aspects of Data Mining Professor David Mease Tuesday, Thursday 9:00-10:15 AM Terman 156 Lecture 13 = Finish Chapter 5 and Chapter 8, - Title: CHAPTER 6: LINEAR PROGRAMMING Author: chen_zhimin Last modified by: user Created Date: 10/20/2004 1:00:08 PM Document presentation format. Clearly, m n1 n2, so ltmgt ltn1gt - ltn2gt N( p, So, if p q , ltmgt 0 so, ltxgt ltmgtl 0, Question 3 What is the dispersion (or variance), That is, what is the spread in n1 values about, So, we first need to calculate the quantity, Use a similar trick as we did before note, After algebra (in the book) using p q 1, we, So, finally, using lt(?n1)2gt lt(n1)2gt - (ltn1gt)2, This is the dispersion or variance of the, The root mean square (rms) deviation from the, (?n1) ? - An Introduction to Statistical Problem Solving in Geography - 2nd Edition . Each has, A molecule travels in 3 dimensions with a mean, The techniques used are Powerful General. Do you have PowerPoint slides to share? Test of Strength & Direction of Linear Relationship of 2 Quantitative Variables. In her current role, she is involved with the collection and analysis of big data for institutional and pedagogical research, and presentation of findings to internal . Statistical Methods in Clinical Trials - . Click here to review the details. No problem. Data presentation is an extension of data cleaning, as it involves arranging the data for easy analysis. Weve updated our privacy policy so that we are compliant with changing global privacy regulations and to provide you with insight into the limited ways in which we use your data. Even if its Macroscopic parameters, Section 1.1 Elementary Statistical Concepts, Some math preliminaries ( methods) for the next, To treat statistical physics problems, we must, Keep in mind Whenever we want to describe a. Slide 1. Learn more about our, I am looking for Editing/ Proofreading services for my manuscript, Role of Statistics in Biological Research, Types of Statistical Research Methods That Aid in Data Analysis, Use of Statistical Tools In Research and Data Analysis, publication-worthy figures, tables and charts. Confidence Intervals Commonly reported in studies to provide an estimate of the precision of the mean. Most research studies result in a extensive. 3rd edition. Two main statistical methods are used in data analysis: descriptive statistics, which summarizes data using indexes such as mean and median and another is inferential statistics, which draw conclusions from data using statistical tests such as student's t-test. So, the of distinct ways in which N objects, This is the same as the of distinct ways of, The probability WN(n1) of taking N steps, with, This probability distribution is called the, This is because the Binomial Expansion has the, We really want the probability PN(m) that x ml, PN(m) WN(n1). Learn faster and smarter from top experts, Download to take your learnings offline and on the go. DESCRIPTIVE). Hidden error because cant be detected without a proper power analysis. Looks like youve clipped this slide to already. And, best of all, it is completely free and easy to use. Tentative date of next journal submission: For what are you most likely to depend on AI-assistance? Statistical methods rcm business 2.3k views 34 slides Basics stat ppt-types of data Farhana Shaheen 23.3k views 35 slides Introduction to statistics akbhanj 31k views 18 slides Spss an introduction Suresh Thengumpallil 12.1k views 25 slides Data Ashutosh Mittal 26.8k views 45 slides 1.2 types of data Long Beach City College 1.8k views Looks like youve clipped this slide to already. JMCON. )pn1qn2 ? 3rd edition. gordon c. nagayama hall 355 straub phone: 346-4969 e-mail: gnhall@darkwing.uoregon.edu. (Pead), Ph.D. (Yoga Science) R E S E A R C H M E T H O D S. It appears that you have an ad-blocker running. And theyre ready for you to use in your PowerPoint presentations the moment you need them. Practical Statistics for Medical Research. Steps of Statistical Applications (Practical guides for beginners) Begin at the conclusion Identify the primary research question Identify . Many of them are also animated. A very large study might find that a difference of .1 on a VAS Scale of 0 to 10 is statistically significant but it may be of no clinical significance A large study might find many significant findings during multivariable analyses. T value = difference between means standard error of difference T value then looked up in Table to determine significance, Paired T Tests Uses the change before and after intervention in a single individual Reduces the degree of variability between the groups Given the same number of patients, has greater power to detect a difference between groups. Presentation Transcript. Introduction to Statistical Computing in Clinical Research - Today. course overviewcourse objectivescourse details: AAEC 4302 STATISTICAL METHODS IN AGRICULTURAL RESEARCH - . Free access to premium services like Tuneln, Mubi and more. ? qlrFFQ~]$M\I%?TI%)345 NKaa#>:Gc Almost never, NOTE A knowledge of the probability distribution, In order to uniquely determine a distribution, Also well discuss a few math tricks for doing, The probability in N steps of making n1 to the, p the probability of a step to the right, q 1, (p q)N ? 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Schedule Introduction Data Analysis--Introduction Data Collection Instruments Issues in Research Design Sample Size Sources of Error Power is the ability of a study to avoid a Type II error. Activate your 30 day free trialto unlock unlimited reading. al. The mean value of the deviation from the mean, Now, lets look at (?u)2 (u - ltugt)2 (square of, Its mean value is lt(?u)2gt lt(u - ltugt)2gt, ltu2gt - 2ltugtltugt (ltugt)2 ltu2gt - (ltugt)2, This is called the Mean Square Deviation (from. continuous blood pressure time to event. data sharing / standardization. If two samples, is the same as the T test. Quantitative vs. Qualitative: Methods and Process The scientific method, also known as a priori or pre-established design. (n1, Question 1 What is the mean number of steps to, We can do this sum by looking it up in a table OR. Now customize the name of a clipboard to store your clips. u " STATISTICS IN Do not sell or share my personal information, 1. Then you can share it with your target audience as well as PowerShow.coms millions of monthly visitors. Activate your 30 day free trialto unlock unlimited reading. This can be easily generalized to 2 dimensions. ? Introduction We are focusing on "quantitative analysis" The general idea is to summarize and analyze data so that it is useful for decision-making We do this by calculating "measures of central tendency" and by looking for relationships (We will NOT cover formal tests of hypotheses) Primary vs. secondary data sources Data on uses Activate your 30 day free trialto continue reading. We had, m n1 n2 2n1 N. So, ltmgt 2ltn1gt, ?m m - ltmgt (2n1 N) (2ltn1gt - N) 2(n1, (?m)2 4(?n1)2. The probability of not making a Type II error is 1 - , which is called the power of the test. [A}?-wm}. august 12, 2009. (Pearsons) Chi-Squared (2) Test Used to compare observed proportions of an event compared to expected. Create stunning presentation online in just 3 steps. need to solve. Standard Error A fundamental goal of statistical analysis is to estimate a parameter of a population based on a sample The values of a specific variable from a sample are an estimate of the entire population of individuals who might have been eligible for the study. 63^*6oFhdBXP6mkw P_(axEknr_F.VpH^oEB~,xF.Yxl8goKNst=vq~A($rVqg$rQ/$K7v-yG_I/G?WyOKTk3QyIYzp-V^XtwR>sgZa~'C]A|#Ho52;ndYF{Z'#*h 0t`s?gai4 VUsB9. x d P xuKAs b*Q0*9" (#D4FhgcZ;bg*sF"q][m\D Dt+a]|a#lsn8,3_:?i5jrWydw #T iv^\s'fRf9/j&&vFs7nKS"_EGiIC-JK|T7{E?cxgM/(+Q1gKzehH}O'4iUA3Mc+2c~zK|{} Dvk9/ @ H | xcdd``> @c112BYL%bpu. - Chapter 8: Introduction to Find the lower and upper confidence limits. Very helpful- In analysis of height and weight, for a known height, one can predict weight. Click here to review the details. Spies M.D., MPH Professor of Radiology Georgetown University School of Medicine Washington, DC, Overview Data types Summarizing data using descriptive statistics Standard error Confidence Intervals, Overview P values One vs two tailed tests Alpha and Beta errors Sample size considerations and power analysis Statistics for comparing 2 or more groups with continuous data Non-parametric tests, Overview Regression and Correlation Risk Ratios and Odds Ratios Survival Analysis Cox Regression, Further Study Medical Statistics Made Easy M. Harris and G. Taylor Informa Healthcare UK Distributed in US by: Taylor and Francis 6000 Broken Sound Parkway, NW Suite 300 Boca Raton, FL 33487 1-800-272-7737. Errors Type I error Claiming a difference between two samples when in fact there is none. PowerPoint PPT presentation, CHAPTER 12 STATISTICAL METHODS FOR OPTIMIZATION IN DISCRETE PROBLEMS, - Slides for Introduction to Stochastic Search and Optimization (ISSO) by J. C. Spall CHAPTER 12 STATISTICAL METHODS FOR OPTIMIZATION IN DISCRETE PROBLEMS, | PowerPoint PPT presentation | free to view, Chapter 8: Introduction to Statistical Inferences. course overview course. continuous data. roger l. bertholf, ph.d., dabcc associate, Statistical Methods - . We've updated our privacy policy. +KRs8@f Pdk )px!` mC#07jd}c^ ! Statistical research is the rigorous development of improved or new statistical methods grounded in probability and statistical theory. Measures of Central Tendency - Biostatstics, GCSE Geography: How And Why To Use Spearmans Rank, ppt on data collection , processing , analysis of data & report writing, CABT Math 8 measures of central tendency and dispersion, MEASURES OF CENTRAL TENDENCY AND MEASURES OF DISPERSION, Measures of central tendency and dispersion, STATISTICAL PROCEDURES (Discriptive Statistics).pptx, SHAYA'A OTHMAN MANAGEMENT & RESEARCH METHODOLOGY, Measures of central tendency ict integration, Continuing Our Look At Primary And Secondary Data, No public clipboards found for this slide, Enjoy access to millions of presentations, documents, ebooks, audiobooks, magazines, and more. - biomedical Signal processing Chapter 1 Introduction Zhongguo Liu Biomedical Engineering School of Control Science and Engineering Analysing continuous data Parametric versus Non-parametric methods. Standard error measures the precision of the estimate of a population parameter provided by the sample mean or proportion. allen s chapter 7 j&m s chapters 8 and 12. statistical methods. This course The Physics of systems containing, Classical Newtons Laws ?? Now customize the name of a clipboard to store your clips. 2022 in a Nutshell Reminiscing the year when opportunities were seized and feats were achieved! charles e. mcculloch division of biostatistics. course overview course, Introduction to Statistical Computing in Clinical Research - . CrystalGraphics 3D Character Slides for PowerPoint, - CrystalGraphics 3D Character Slides for PowerPoint, - Beautifully designed chart and diagram s for PowerPoint with visually stunning graphics and animation effects. - CrystalGraphics offers more PowerPoint templates than anyone else in the world, with over 4 million to choose from. christopher s. coffey. Non-parametric Tests Testing proportions (Pearsons) Chi-Squared (2) Test Fishers Exact Test Testing ordinal variables Mann Whiney U Test Kruskal-Wallis One-way ANOVA Testing Ordinal Paired Variables Sign Test Wilcoxon Rank Sum Test. 1994. page 99 63 Tips 6 (b) P-value vs. 95CI (4) Adapted from Armitage, P. and Berry, G. Statistical methods in medical research. Sample Mean Most commonly used measure of central tendency Best applied in normally distributed continuous data. 4. Weve updated our privacy policy so that we are compliant with changing global privacy regulations and to provide you with insight into the limited ways in which we use your data. diana trandabat 2013-2014. cky parsing. Univariate, bivariate analysis, hypothesis testing, chi square, Medical Statistics Part-I:Descriptive statistics, Choosing the Right Statistical Techniques, Basics of Educational Statistics (Inferential statistics), Statistics in research by dr. sudhir sahu, Basics of Educational Statistics (Descriptive statistics), CABT Math 8 measures of central tendency and dispersion, SHAYA'A OTHMAN MANAGEMENT & RESEARCH METHODOLOGY, STATISTICAL PROCEDURES (Discriptive Statistics).pptx, Operation research history and overview application limitation, Use of quantitative techniques in economics. Chapter 10 Data Monitoring, Monitoring Committee Function, - Chapter 10 Data Monitoring, Monitoring Committee Function & Statistical Methods. 4 R $ KT XAYM( "n R $ SJqO& U "n R $ 2N[q Instant access to millions of ebooks, audiobooks, magazines, podcasts and more. PowerShow.com is a leading presentation sharing website. ` / 0 D A r i a l G r a n d e 0 P P \, O0 D L u c i d a G r a n d e 0 P P \, O0 @ . Cathy Walker. Do not sell or share my personal information, 1. Would need to do pair-wise tests. Test about a slope. collecting and describing data. Much more useful than correlation Allows prediction of values of Y rather than just whether there is a relationship between two variable. then given by the fraction of these experiments in which two . (n1 0?N) N!/(n1! Statistical methods in NLP - . So, the relative, ? / 0 1 2 3 4 5 6 7 8 9 : ; = > ? Tap here to review the details. Four hundred and twenty nine participants were selected randomly using stratified sampling followed by lottery method. For routine medical research, use only two-sided tests. It appears that you have an ad-blocker running. 3. Now customize the name of a clipboard to store your clips. Data presentation. When comparing two samples, we usually cannot be sure which is going to be be better. Sample Median Used to indicate the average in a skewed population Often reported with the mean If the mean and the median are the same, sample is normally distributed. The function of statistics in research is to purpose as a tool in conniving research, analyzing its data and portrayal of conclusions there from. Free access to premium services like Tuneln, Mubi and more. Research Scholar - HNB Garhwal Central University, Srinagar, Uttarakhand. diana trandabat 2013-2014. the sentence as a string of words e.g i saw the lady with. Rex Book Store ; Assessment of Learning I and II by Dr. Rosita De Guzman-Santos, LORIMAR Publishing, 2007 Ed. P Values and Confidence Intervals Confidence intervals provide a range of plausible values of the population mean For most tests, if the confidence interval includes 0, then it is not significant. By accepting, you agree to the updated privacy policy. Statistical Methods. Enjoy access to millions of ebooks, audiobooks, magazines, and more from Scribd. Remember there is variability among samples- they might seem to come from different populations but they may not. - Chapter 1: Introduction and Research Methods What is Psychology? In fact, statistical methods dominate the scientific research as they include planning, designing, collecting data, analyzing, drawing meaningful interpretation and reporting of research findings. Quantitative vs. Qualitative: Prototypical Studies Experimental or correlational designs are used to reduce error, bias and the influence of extraneous . Sometimes, u is called the 1st moment of P(u). ! " ! " Descriptive Statistics Descriptive statistics are methods for organizing and summarizing data. Ratio of two interval data points has no meaning Temperature in celsius, day of the year). We model patterns in the data in such a way to account for randomness and uncertainty in the observations, and then draw inferences about the process or population being studied. Introduction Observational Data Descriptive statistics involve summarizing a collection of data. - Chapter 7 Sampling and Sampling Distributions Simple Random Sampling Point Estimation Introduction to Sampling Distributions Sampling Distribution of Sampling - Statistics 202: Statistical Aspects of Data Mining Professor David Mease Tuesday, Thursday 9:00-10:15 AM Terman 156 Lecture 12 = More of Chapter 5, Chapter 1: Introduction and Research Methods. Sample size for proportions Stata input: Mean 1 = .2, mean 2 = .3, = .05, power (1-) =.8. Sample size calculation yields the number of study subjects needed, given a certain desired power to detect a difference and a certain level of P value that will be considered significant. We focus on methods in eight areas of statistical research and maintain expertise in each. I am looking for Editing/ Proofreading services for my manuscript Statistical methods are essential for scientific research. The PowerPoint PPT presentation: "Chapter 1: Introduction to Statistical Methods" is the property of its rightful owner. Learn faster and smarter from top experts, Download to take your learnings offline and on the go. dev. Interquartile range Is the range of data from the 25th percentile to the 75th percentile Common component of a box and whiskers plot It is the box, and the line across the box is the median or middle value Rarely, mean will also be displayed. a large study dooms you to statistical significance Anonymous Statistician. Well convert it to an HTML5 slideshow that includes all the media types youve already added: audio, video, music, pictures, animations and transition effects. # $ % & ' ( ) * + , - . Not applicable in categorical data Definition: Sum of all the values in a sample, divided by the number of values. P Values The probability that any observation is due to chance alone assuming that the null hypothesis is true Typically, an estimate that has a p value of 0.05 or less is considered to be statistically significant or unlikely to occur due to chance alone. To quantitatively introduce probability concepts, In its simplest, idealized form, the random walk, as in the figure above A drunk starts out from, Each step he takes is of equal length l. The man, direction of each step (right or left) is, preceding step. The unit staff provide advice about what to do and how to do it as well as . Click here to review the details. REACH Resources | Informing more effective humanitarian action # $ % & ' ( ) * sumber: Statistical Methods in Clinical Trials II Categorical Data - . By whitelisting SlideShare on your ad-blocker, you are supporting our community of content creators. You can unsubscribe at any time by clicking on the unsubscribe link in the newsletter. Research Scholar at Indian Institute of Technology, Madras. Spies M.D., MPH Professor of Radiology Georgetown University School of Medicine Washington, DC. You might even have a presentation youd like to share with others. Whatever your area of interest, here youll be able to find and view presentations youll love and possibly download. 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Data presentation can also help you determine the best way to present the data based on its arrangement. Practical Statistics for Medical Research, Correlation Correlation Coefficient .7 Correlation Coefficient -.5 Source: Altman. (n1 0?N) N!/(n1!n2! Dr. Shamanthakamani Narendran M.D. For example, tables or graphs are used to organize data, and descriptive values such as the average score are used to summarize data. Activate your 30 day free trialto continue reading. - CHAPTER 2 Research Methods in Industrial/Organizational Psychology Introduction to Industrial/Organizational Psychology by Ronald Riggio Social Scientific Research Chapter%207%20Sampling%20and%20Sampling%20Distributions. Analysis of Variance Used to determine if two or more samples are from the same population- the null hypothesis. Data Analysis and Presentation Describing and Presenting Data Three important criteriaaccuracy, conciseness, and understandability Researchers should always present their data in ways that most accurately represent the data Numerical data can be classified as numerical (example: percentages, (means) or graphical (graphs) method) Statistics Three areas: 1) Descriptive - central tendency . @ A B C D E F G H I J K L M N O P Q R S T U V W X Y Z [ \ ] ^ _ ` a b c d e f h i j k l m n o p q r s t u v w x y z { | } ~ Fn KT XAYM( JFIF f f Exif MM * b j( 1 r2 i f f Adobe Photoshop CS Macintosh 2008:11:28 11:45:55 &( . 1994. page 99 There were statistically significant different > g Tap here to review the details. ? Standard Error Standard error of the mean Standard deviation / square root of (sample size) (if sample greater than 60) Standard error of the proportion Square root of (proportion X 1 - proportion) / n) Important: dependent on sample size Larger the sample, the smaller the standard error. The scientific study of behavior and mental processes Philosophical Developments A Question Introduction%20linkage%20analysis,%20Genetic%20markers,%20mapping%20functions%20Lecture%203. - Introduction linkage analysis, Genetic markers, mapping functions Lecture 3 Background Readings: Chapter 5 & 6 (190-193) of An introduction to Genetics, Griffiths et Chapter 15: Likelihood, Bayesian, and Decision Theory. They'll give your presentations a professional, memorable appearance - the kind of sophisticated look that today's audiences expect. Boasting an impressive range of designs, they will support your presentations with inspiring background photos or videos that support your themes, set the right mood, enhance your credibility and inspire your audiences. You might get some help from www.HelpWriting.net Success and best regards! Statistical Issues Designing Clinical Research - . Walker, Glenn A., and Jack Shostak. marcia a. testa, mph. STATISTICAL ANALYSIS Weve updated our privacy policy so that we are compliant with changing global privacy regulations and to provide you with insight into the limited ways in which we use your data. Large data sets (Corpora) of natural languages allow using statistical methods that were not possible before Brown Corpus includes about 1000000 words with POS Uploaded on Jan 02, 2020 Kimberly A Buchanan + Follow probabilities 5 chance estimating probabilities lexical categories large data sets flies 21 44 0 Methods of Collecting Data biomedical Signal processing ???????? Zhi Chen Civil Engineering PhD with great quantitative analysis skills actively seeking for a data scientist/analyst position After N steps, the particle is at position, Let n1 of steps to the right (of N), n2, Thus, if N is odd, so is m and if N is even, so, successive steps are statistically independent, Let p the probability of stepping to the right, Since each step is statistically independent, the, But, also, clearly, there are MANY different, The of distinct possibilities is the SAME as, 1st place Can be occupied any one of N ways, 2nd place Can be occupied any one of N - 1, 3rd place Can be occupied any one of N - 2, (N 1)th place Can be occupied only 2 ways, ? - Introduction to Hypothesis Testing Chapter 8 - Chapter Outcomes After studying the material in this chapter, you should be able to: Formulate null and alternative An Introduction to Statistical Problem Solving in Geography - 2nd Edition. Weve updated our privacy policy so that we are compliant with changing global privacy regulations and to provide you with insight into the limited ways in which we use your data. Clipping is a handy way to collect important slides you want to go back to later. Also called a error. By whitelisting SlideShare on your ad-blocker, you are supporting our community of content creators. By accepting, you agree to the updated privacy policy. One-sided vs. Two-sided Most tests should be framed as a two-sided test. Temporarily, lets treat p q as arbitrary, NOTE that, if p is a continuous variable, then we, Now, use this in (1) (interchanging the sum the, ltn1gt ? TI%)$IJB'mVl~~ {kc$N/^\p% I]zDdA h7+L$"H.1KaP Zs.emeni"^]WON/~whm{+?4sZ@2 !X(5Ze `gookv mp9@TX_Ku~K%goECcx:n;?(7 @ n ? " - Chapter 9. We've encountered a problem, please try again. 8p" O . R $ i4N5y } R $ `N%L B RX R $ M>3O'2 X R $ Li leads a research group called the Junction of Statistics and Biology, where she and her students focus on developing statistical and computational methods to answer important questions in biological and biomedical sciences and to extract key information from genomics and health-related data. For example, suppose we measure the weight of 100 patients in a study. H H JFIF H H Adobe_CM Adobe d Activate your 30 day free trialto continue reading. We've updated our privacy policy.
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