It has millions of presentations already uploaded and available with 1,000s more being uploaded by its users every day. Statistical Methods. descriptive statistics inferential statistics. DESCRIPTIVE). Clarification Standard Deviation measures the variability or spread of the data in an individual sample. Slide 1. Would need to do pair-wise tests. Methods of Collecting Data biomedical Signal processing ???????? What is the mean displacement, ltxgt ltmgtl? 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The independent variable is often seen as influencing, directly or indirectly, the dependent variable. Activate your 30 day free trialto unlock unlimited reading. 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 They are all artistically enhanced with visually stunning color, shadow and lighting effects. 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. Data presentation can also help you determine the best way to present the data based on its arrangement. The Statistics and Methods Core supports CCPR research and training by providing expertise in the choice, development, and implementation of statistical methodology. gordon c. nagayama hall 355 straub phone: 346-4969 e-mail: gnhall@darkwing.uoregon.edu. Very helpful- In analysis of height and weight, for a known height, one can predict weight. Often presented graphically as a 2 X 2 Table, Chi-Squared (2) Test Chi-Squared (2) Formula Not applicable in small samples If fewer than 5 observations per cell, use Fishers exact test, Correlation Assesses the linear relationship between two variables Example: height and weight Strength of the association is described by a correlation coefficient- r r = 0 - .2 low, probably meaningless r = .2 - .4 low, possible importance r = .4 - .6moderate correlation r = .6 - .8 high correlation r = .8 - 1 very high correlation Can be positive or negative Pearsons, Spearman correlation coefficient Tells nothing about causation, Correlation Source: Harris and Taylor. Winner of the Standing Ovation Award for Best PowerPoint Templates from Presentations Magazine. Sample Size Calculation Depends on: Level of Type I error: 0.05 typical Level of Type II error: 0.20 typical One sided vs two sided: nearly always two Inherent variability of population Usually estimated from preliminary data The difference that would be meaningful between the two assessment arms. We focus on methods in eight areas of statistical research and maintain expertise in each. Practical Statistics for Medical Research. 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) ? The dependent variable is always the property you are trying to explain; it is always the object of the research. - Chapter 9. Sz_]WMi4}S:4c_KC%. If a confidence interval range is very wide, then plausible value might range from very low to very high. Ratio of two interval data points has no meaning Temperature in celsius, day of the year). biostatistics 212. today. We've encountered a problem, please try again. Whatever your area of interest, here youll be able to find and view presentations youll love and possibly download. 3rd edition. We've encountered a problem, please try again. Looks like youve clipped this slide to already. > g need to solve 1023, Quantum Schrdingers Equation ?? Mid-value in interquartile range. - Chapter 8: Introduction to Find the lower and upper confidence limits. 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. 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 goal of statistics is to help researchers organize and interpret the data. You might get some help from www.HelpWriting.net Success and best regards! - An Introduction to Statistical Problem Solving in Geography - 2nd Edition . # $ % & ' ( ) * + , - . Overview. James B. Zhi Chen Civil Engineering PhD with great quantitative analysis skills actively seeking for a data scientist/analyst position large data, Statistical Methods - . Data presentation. - STAT 13, UCLA, Ivo Dinov. marcia a. testa, mph. - 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. By whitelisting SlideShare on your ad-blocker, you are supporting our community of content creators. Chapter 1 Introduction. - Chapter 1: Introduction and Research Methods What is Psychology? The SlideShare family just got bigger. charles e. mcculloch division of biostatistics. 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. If it appears they are not from same population, cant tell which sample is different. Statistical Methods in Clinical Research. The unit staff provide advice about what to do and how to do it as well as . 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. Here, you can use descriptive statistics tools to summarize the data. > @=P p8L\ +Dt{?l$ 1 bv p> x]lepm BViXJC9%Q?GMjR"&O`}g1U.A4}0h)}k$BL/@Cx|v{dfvo~vS C a pT} m[;(u\M#w'l@)d^xp2-@Y]v`[^(Crm^N4' >N+:{j? 6}KyX 3. (N-n1)!n1pn1qn2, But, for our special case (p q) 1, (p q)N-1, Summary The mean number of steps to the right, We might have guessed this! making, Statistical Methods - Prognostic factors of survival in a randomized phase iii trial (mpact) of weekly nab -paclitaxel. 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. Use of non-parametric tests Use for categorical, ordinal or non-normally distributed continuous data May check both parametric and non-parametric tests to check for congruity Most non-parametric tests are based on ranks or other non- value related methods Interpretation: Is the P value significant? It appears that you have an ad-blocker running. Is the most common value More frequently used to describe the distribution of data Uni-modal, bi-modal, etc. I can advise you this service - www.HelpWriting.net Bought essay here. The SlideShare family just got bigger. Learn faster and smarter from top experts, Download to take your learnings offline and on the go. Click here to review the details. Now customize the name of a clipboard to store your clips. Do not sell or share my personal information, 1. Free access to premium services like Tuneln, Mubi and more. You can read the details below. (n1 0?N) N!/(n1! Statistical Tests Parametric tests Continuous data normally distributed Non-parametric tests Continuous data not normally distributed Categorical or Ordinal data, Comparison of 2 Sample Means Students T test Assumes normally distributed continuous data. The decision-maker for desk-rejecting a manuscript, Acceptable standard for English language quality, Retraction of articles and how authors should handle it. Use a Statistical description of such a system. @ n ? " Then you can share it with your target audience as well as PowerShow.coms millions of monthly visitors. BIOS:6610 STATISTICAL METHODS IN CLINICAL TRIALS - . 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 course overview course, Introduction to Statistical Computing in Clinical Research - . Qualitative Vs. Quantitative Research A step-wise guide to conduct research. Enjoy access to millions of ebooks, audiobooks, magazines, and more from Scribd. - Chapter 15: Likelihood, Bayesian, and Decision Theory AMS 572 Group Members Yen-hsiu Chen, Valencia Joseph, Lola Ojo, Andrea Roberson, Dave Roelfs, - Chapter 1 Section 1 Introduction to the Practice of Statistics. It is the middle value from an ordered listing of the values If an odd number of values, it is the middle value If even number of values, it is the average of the two middle values. One-sided vs. Two-sided Most tests should be framed as a two-sided test. Statistics presents a rigorous scientific method for gaining insight into data. Data presentation is an extension of data cleaning, as it involves arranging the data for easy analysis. More than one method is . 3. STATISTICS IN 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 . 1994. page 99 There were statistically significant different Data types Summarizing data using descriptive statistics Standard error Confidence Intervals. @ 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 &( . types of data. 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 ? Test of Strength & Direction of Linear Relationship of 2 Quantitative Variables. data analysis techniques and statistical softwares. gordon c. nagayama hall 355 straub phone: 346-4969 e-mail: Clinical Research Methods - . Looks like youve clipped this slide to already. Enjoy access to millions of ebooks, audiobooks, magazines, and more from Scribd. Tap here to review the details. Four hundred and twenty nine participants were selected randomly using stratified sampling followed by lottery method. Example: A relative risk of 4 might have a confidence interval of 1.05 to 9, suggesting that although the estimate is for a 400% increased risk, an increased risk of 5% to 900% is plausible. Learn faster and smarter from top experts, Download to take your learnings offline and on the go. qlrFFQ~]$M\I%?TI%)345 NKaa#>:Gc Chapter 2 - Summary. Research, Types and objectives of research. chapter 7(7.1 &7.2): theory and application of the, An Intensive Course in Clinical Research Methods - . Remember there is variability among samples- they might seem to come from different populations but they may not. Schedule Introduction Data Analysis--Introduction Data Collection Instruments Issues in Research Design Sample Size Sources of Error biostatistics 212 lecture 1. today. Similarly, we can, Of course, ltn1gt ltn2gt N(p q) N as it. Enjoy access to millions of ebooks, audiobooks, magazines, and more from Scribd. 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 ? REACH Resources | Informing more effective humanitarian action - 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. dev. Analysis of Time Series Data 9.1 Basic concepts 9.2 General model formulations 9.3 Smoothing methods 9.4 OLS regression models 9.5 Stochastic time series CHAPTER 2 Research Methods in Industrial/Organizational Psychology. Do not sell or share my personal information. 2022 in a Nutshell Reminiscing the year when opportunities were seized and feats were achieved! Get powerful tools for managing your contents. In inferential statistics, we are generally using a sample. al. During her talk, Li will share personal and . Clipping is a handy way to collect important slides you want to go back to later. Statistical methods in NLP - . collection, statistical analysis, and making appropriate inferences from the data. Usually used for 3 or more samples. We've updated our privacy policy. Blackwell Scientific Publications, Oxford. No problem. Errors Type I error Claiming a difference between two samples when in fact there is none. 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. Basics stat ppt-types of data Farhana Shaheen 23.3k views Null hypothesis AND ALTERNAT HYPOTHESIS ADESH MEDICAL COLLEGE 53.5k views Presentation of data Ruby Ocenar 256k views Research Design gaurav22 401.8k views Standard deviation P. G. Department of Botany, Berhampur University 82.6k views Chi squared test Dhruv Patel 6.4k views Example: A company advertises the net weight of its cereal is 24 ounces. Statistical Issues Designing Clinical Research - . CCPR offers "drop-in" statistical consulting services to meet short-term needs of CCPR affiliates.  4 R $ KT XAYM( "n R $ SJqO& U "n R $ 2N[q - PowerPoint PPT presentation Number of Views: 637 Avg rating:3.0/5.0 Slides: 67 Provided by: Charles7 Sometimes, u is called the 1st moment of P(u). With so many measurements, simply looking at the data fails to provide an informative account. We've updated our privacy policy. Statistical methods are mathematical formulas, models, and techniques that are used in statistical analysis of raw research data. 2. The probability of not making a Type II error is 1 - , which is called the power of the test. PowerShow.com is brought to you byCrystalGraphics, the award-winning developer and market-leading publisher of rich-media enhancement products for presentations. Analysis of Variance Used to determine if two or more samples are from the same population- the null hypothesis. By whitelisting SlideShare on your ad-blocker, you are supporting our community of content creators. continuous data. Overview. The scientific study of behavior and mental processes Philosophical Developments A Question Introduction%20linkage%20analysis,%20Genetic%20markers,%20mapping%20functions%20Lecture%203. - 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. Practical Statistics for Medical Research, Correlation Correlation Coefficient .7 Correlation Coefficient -.5 Source: Altman. Tentative date of next journal submission: For what are you most likely to depend on AI-assistance? Research Scholar at Indian Institute of Technology, Madras. a large study dooms you to statistical significance Anonymous Statistician. They'll give your presentations a professional, memorable appearance - the kind of sophisticated look that today's audiences expect. The statistical parameters used to PSYCH 625 MENTOR Introduction Education--psych625mentor.com, - FOR MORE CLASSES VISIT www.psych625mentor.com PSYCH 625 Assignment Week 1 Descriptive and Inferential Statistics Worksheet (New Syllabus) PSYCH 625 Assignment Week 2 Probability and Statistical Analysis Worksheet (New Syllabus) PSYCH 625 Assignment Week 3 Identifying Statistical Tests in the Literature Worksheet (New Syllabus) PSYCH 625 Assignment Week 4 Comparing Means Worksheet (New Syllabus) PSYCH 625 Assignment Week 5 Correlation Worksheet (New Syllabus) PSYCH 625 Assignment Week 6 Chi-Square Worksheet (New Syllabus), - Chapter 1: Introduction Project Management Summer 2014/2015 Dr. Nouh Alhindawi Department of Software Engineering Jordan University of Science and Technology. Sample size for proportions Stata input: Mean 1 = .2, mean 2 = .3, = .05, power (1-) =.8. ziad taib biostatistics astrazeneca march 7, 2012. types. (Pearsons) Chi-Squared (2) Test Used to compare observed proportions of an event compared to expected. 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. ? The P value used is an arbitrary value P value of 0.05 equals 1 in 20 chance P value of 0.01 equals 1 in 100 chance P value of 0.001 equals 1 in 1000 chance. Standard Error Significance: Is the basis of confidence intervals A 95% confidence interval is defined by Sample mean (or proportion) 1.96 X standard error Since standard error is inversely related to the sample size: The larger the study (sample size), the smaller the confidence intervals and the greater the precision of the estimate. If two samples, is the same as the 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). 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. collecting and describing data. roger l. bertholf, ph.d., dabcc associate, Statistical Methods - . The SlideShare family just got bigger. So, the relative, ? Now customize the name of a clipboard to store your clips. ! " You can read the details below. B^uuhm?}{].~}v_J;xogJY]@.)oqC? The probability of stepping to, to the left is q 1 p. In general, q ? Activate your 30 day free trialto continue reading. Introduction to Statistical Computing in Clinical Research - . Clipping is a handy way to collect important slides you want to go back to later. Standard error measures the precision of the estimate of a population parameter provided by the sample mean or proportion. Tap here to review the details. Most commonly used in assessing the estimate of the difference between two groups. Types of Data Discrete Data-limited number of choices Binary: two choices (yes/no) Dead or alive Disease-free or not Categorical: more than two choices, not ordered Race Age group Ordinal: more than two choices, ordered Stages of a cancer Likert scale for response E.G. Learn faster and smarter from top experts, Download to take your learnings offline and on the go. continuous blood pressure time to event. Most research studies result in a extensive. ` / 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 @ . Rex Book Store ; Assessment of Learning I and II by Dr. Rosita De Guzman-Santos, LORIMAR Publishing, 2007 Ed. 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. 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 [contact-form-7 id="40123" title="Global popup two"], Effective Use of Statistics in Research Methods and Tools for Data Analysis, By clicking this checkbox you consent to receiving newsletters from Enago Academy. Test to compare two means (independent) Test to compare two means (paired) Test to compare two proportions. then given by the fraction of these experiments in which two . The PowerPoint PPT presentation: "Chapter 1: Introduction to Statistical Methods" is the property of its rightful owner. RESEARCH (PART 1 Activate your 30 day free trialto unlock unlimited reading. Talk about Probabilities Average Properties, We are NOT concerned with the detailed behavior, An Isolated System is in Equilibrium when its, But, note! 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. ziad taib biostatistics astrazeneca february 22, 2012. types of data. Quantitative vs. Qualitative: Methods and Process The scientific method, also known as a priori or pre-established design. Now customize the name of a clipboard to store your clips. # $ % & ' ( ) * When the sample size is small, the estimation and testing procedures of Chapter 8 are not appropriate. Hidden error because cant be detected without a proper power analysis. Sample Size Calculation Also called power analysis. Princy Francis M 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. Clipping is a handy way to collect important slides you want to go back to later. Statistical methods assist in classification in four ways: in devising probability models for data and classes so that probable classifications for a given set of data can be identified; in developing tests of validity of particular classes produced by a classification scheme; in comparing different classification schemes for effectiveness; and February 13, 2010. N. lt(?m)2gt lt(m - ltmgt)2gt in the net displacement? Confidence Intervals Commonly reported in studies to provide an estimate of the precision of the mean. The aim of this study was to compare PPT and traditional lecture method in material understandability, effectiveness and attitude among university students. Free access to premium services like Tuneln, Mubi and more. Our product offerings include millions of PowerPoint templates, diagrams, animated 3D characters and more. Do not sell or share my personal information, 1. Instant access to millions of ebooks, audiobooks, magazines, podcasts and more. If so, just upload it to PowerShow.com. PowerShow.com is a leading presentation sharing website. lt(?n1)2gt (in general). For example, tables or graphs are used to organize data, and descriptive values such as the average score are used to summarize data. You can unsubscribe at any time by clicking on the unsubscribe link in the newsletter. P values, Statistical Methods in Clinical Research James B. 3 !1AQa"q2B#$Rb34rC%Scs5&DTdEt6UeuF'Vfv7GWgw 5 !1AQaq"2B#R3$brCScs4%&5DTdEU6teuFVfv'7GWgw ? You can read the details below. Use of emergent design utilizing constant comparison and revision. Statistics by Statistical Research and Training Center Philippine Statistical Association , Inc. (Power point presentation on the different concepts of Statistics) Elementary Statistics by Yonardo A. Gabuyo et. Free access to premium services like Tuneln, Mubi and more. If so, share your PPT presentation slides online with PowerShow.com. UCLA STAT 13. Enjoy access to millions of ebooks, audiobooks, magazines, and more from Scribd. ? Used with nominal data (better/ worse; dead/alive) If there is a substantial difference between observed and expected, then it is likely that the null hypothesis is rejected. Statistical Methods in Clinical Trials - . Test to Compare Two Population Variances. The sample is chosen by selecting a random starting point and then picking every i th element in succession from the sampling frame. christopher s. coffey. 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. august 12, 2009. While downloading, if for some reason you are not able to download a presentation, the publisher may have deleted the file from their server. ADVANCED STATISTICAL METHODS IN AGRICULTURAL RESEARCH - . ! " Cathy Walker. }>@X'- (W? vORv[K? 3rd edition. Spies M.D., MPH Professor of Radiology Georgetown University School of Medicine Washington, DC. I am looking for Editing/ Proofreading services for my manuscript You never know which directions study results will go. Common Statistical Methods for Clinical Research with SAS Examples, Third Edition. Statistical methods are essential for scientific research. JMCON. 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