statistical methods ppt

# statistical methods ppt

statistical methods ppt

The shape of the curve will depend upon the mean and standard deviation which in turn will depend upon the number and nature of observation. i. - This method refers to a method having following properties: The population have N objects. To enter current time, press Ctrl and : together. It gives a mental picture of the central value. When statistical data refer to geographic or administrative areas, it is presented either as “Shaded Maps” or “Dot Maps” according to suitability. Assume a normal distribution (e.g., the student’s test). You can change your ad preferences anytime. This is done by assigning a number to each of the units (the individuals) in the sampling frame. Our mission is to provide an online platform to help students to discuss anything and everything about Psychology. The distance of a value (x) from the mean (X̅) of the curve in units of S.D. A. It consists of a series of blocks. The factors which influence the sampling error are size and variability of individual readings. This is found by taking the 25% highest values and finding the mid-point between the lowest of these and the next lowest number. where p and q are proportions and n = size of the sample. (c = number of columns, r = number of rows). Measures relation­ship between two sets of variables but assumes that one is dependent and the other is independent. In simple terms, it is defined as “Root-Means- Square-Deviation”. See our User Agreement and Privacy Policy. Before publishing your Articles on this site, please read the following pages: 1. 1. Any extraneous variable whose potential influence on the dependent variable has not been controlled for. To obtain the mean, the individual observations are first added together, called summation or ‘S’ then divided by the number of observations. Graphical Method The utilization of graphs is most effective method of visually presenting statistical results or findings. Data Cleaning 4. The extent to which a test measures what it is designed to measure: Whether the test selects a representative sample of the total tests for that variable. value, find out a probability from published tables. This type of variation from one sample to another is called sampling error. Small pictures or symbols are used to present the data. Factors are an expression of the relationship between attributes, not between individuals. Data Selection 5. size of household •clusters of 4 households selected •households within clusters randomized •twice as many clusters as households needed, to account for refusal and non-responders Survey Methods & Sampling Techniques 22 (c) Standard Error of Difference Between Two Means: To compare the results between two groups (e.g., control group and experimental group), the difference between the means of two group is compared to indicate that the samples represent two different universe. of 0.0 means no relationship. These methods are widely used in the life sciences, in economics, agricultural science and physical sciences in the study of measurement errors. Hero August 25, 2008 This set of notes is the primary source material for the course EECS564 “Estimation, ﬁltering and detection” used over the period 1999-2007 at the University of Michigan Ann Arbor. To diagnose psychiatric disorder accurately. It is the most frequent item in series of observations. Statistical methods … Although, the objective of statistical methods is to make the process of scientific research as To assess severity and change in severity. Model Pre… 2. If we take a random sample from the population, and similar samples over and over again, we will find that every sample will have a different mean. Descriptive Statistics - used to describe the basic features of data in a study. Variables are any constructs or events which research studies. Machine Learning (ML) methods have been proposed in the academic literature as alternatives to statistical ones for time series forecasting. Two main statistical methods are used in data analysis: descriptive statistics, which summarize data from a sample using indexes such as the mean or standard deviation, and inferential statistics, which draw conclusions from data that are subject to random … Tabulation is the first step before data is used for analysis. In this case, we calculate the standard error of difference between two proportions: Chi-square (x2) test offers an alternate method of testing significance of difference between two proportions. Subject tends to choose the middle response and shun extremes. In this, instead of means, proportions and its universe are used in a sample. The table, so constructed, must include all the given information. For example, 8:30 p is interpreted as 8:30 pm. Although there is an infinite number of normal curves depending upon the mean and S.D., there is only standard normal curve. STATISTICAL METHODS FOR SIGNAL PROCESSING Alfred O. This is done by picking every 5th or 10th units at regular intervals. Inferential Statistics – used to make judgment, observe difference between groups , draw inferences, reach conclusion beyond the immediate data. One common use is exploratory data analysis, in section 16.0.2 of the book there is a basic example of this approach. S.D. 1 2 10.2. The sample is deliberately drawn in a systematic way so that each portion of the sample represents a corresponding strata of the universe. Statistical Methods Statistical methods can be contrasted with deterministic methods. Privacy Policy3. COLLECTING DATA 5. A frequency distri­bution may be represented diagramatically by the frequency polygon. The Importance of Statistical Tools in Research Work *Dr. Kousar Jaha Begum1 Lecturer in Statistics, ... presentation is as means and deviations. Probability sampling methods ensures that the sample choosen represent the population correctly and the survey conducted will be statistically valid. (d) Standard Error of Difference Between Proportions: Instead of means, sometimes one has to test the significance of difference between two proportions or ratios to find out if the difference between the two proportions or ratios have occurred by chance. This website includes study notes, research papers, essays, articles and other allied information submitted by visitors like YOU. The area of each segment depends upon the angle. is called “relative deviate or standard normal variate” and is usually denoted by Z. The term “average” implies a value in the distribution, around which the other values are distributed. — Linear Regression: In statistics, linear regression is a method to predict a target variable by fitting … ), mail questionnaires (cheap and easy but low response rate, hence sample bias), self-rating questionnaires be answered inaccurately) and observer rated interview (structured, semi structured or informal, allow great flexibility and accuracy but are expensive and need training). statistical sector. It is denoted by Greek letter 6. Slideshare uses cookies to improve functionality and performance, and to provide you with relevant advertising. Weather forecasts, market reports, costs of living indexes, and the results of public opinion are some other examples.

• Stage 2- Find the upper quartile. This international journal fosters the development of statistical methodology and its applications in biological, demographic, economic, health, physical, social, and other scientific domains. of the means is a measure of the sample error and is given by the formula σ√n which is called the standard error or the standard error of the mean. Correlation 4. Tabulation can be in form of Simple Tables or Frequency distribution table (i.e., data is split into convenient groups). data sets using pictures and statistical quantities – see Workshop 3 2. Errors may occur due to inadequate calibrated instruments, due to observer variation as well as due to incomplete coverage achieved in examining the subjects selected and conceptual errors. A source of error (e.g., age and sex imbalance). In this post, we are going to look at 10 examples of where statistical methods are used in an applied machine learning project. To obtain the median, the data is first arranged in an ascending or descending order 0 of magnitude, and then the value of the middle observation is located. The total area of the curve is 1, its mean is 0 and its S.D. The range is by far the simplest measure of dispersion. This is done by calculating the standard error of difference between the two means. First, one has to set up a hypothesis, called the Null Hypothesis that there was no difference between the findings of the two groups. CEC values (in cmol/kg) of a control sample determined by two analysts. of the mean is also called the standard error and the distribution of the sample means about the true mean of the universe. By this method, each unit is the sampling frame would have the same chance of being selected, but the number of possible samples is greatly reduced. Bisection Method Newton-Raphson Method Secant Method SIMULTANEOUS LINEAR Equations Gaussian Elimination LU Decomposition method Gauss-Seidel method . Disclaimer Copyright, Psychology Discussion - Discuss Anything About Psychology, 4 Main Measures of Dispersion and How It Helps in Educational Psychology, Data Collection in Educational Psychology, Types of Personality Tests | Essay | Tests | Psychology, Leadership Theories: Top 11 Theories of Leadership, Theories of Motivation in Management: Top 7 Theories, Notes on Attitude: Introduction, Formation, Changes and Measurement | Psychology, Notes on Socialization: Introduction, Culture, Structure, Status and Conflict | Psychology, Difference between Modern Family and Traditional Family | Psychology. Since scientists rarely observe entire populations, sampling and statistical inference are essential. Content Guidelines 2. For smaller samples, the above formula tends to underestimate the standard deviation, and therefore needs correction i.e., use n-1 instead of n. The meaning of standard deviation can only be appreciated fully when we study it with reference to “normal curve”. First of all, the correlation metric used in the mentioned example is based on the Pearson coefficient. will include 99.7% of the values. Sorting: Data Sort Sort By … Descriptive Statistics and other Statistical methods: Tools Data Analysis Statistical method. computational methods by which characteristics of a population are inferred through observations made in a representative sample from that population. The extent to which there is repeatability of an individual’s score or other’s test result. of 1.0 implies exact similarity and C.C. The normal distribu­tion or normal curve is an important concept in statistical theory. High correlation between scores on the same test given on two occasions. Interpolation Direct Method Newton's Divided Difference Method Looks for the minimum number of dimensions which can be used to define a group. 10.7. The area between one S.D. This method is particularly useful where one is interested in analysing the data by a certain characteristic of the population e.g., Hindus, age-groups etc. The statistical solutions are relatively novel compared to the engineering solutions. The arithmetic mean, more commonly known as “the average,” is the sum of a list of numbers divided by the number of items on the list. Winner of the Standing Ovation Award for “Best PowerPoint Templates” from Presentations Magazine. It occurs because data were gathered from a sample rather than from the entire population of concern. GCSE Geography: How And Why To Use Spearman’s Rank, ppt on data collection , processing , analysis of data & report writing, No public clipboards found for this slide. Correlation Analysis seeks to find linear relationships between numeric variables. They do this using statistical High correlation between two halves of the same test. Random numbers are a haphazard collection of certain numbers, arranged in a running manner to eliminate personal selection of unconscious bias in taking out the sample. Data, Presentation Methods, Presentation Methods of Statistical Data, Statistics. Kind of Statistics 1. The mean, median and mode all coincide. Welcome to PsychologyDiscussion.net! 9.7. Means is denoted by the sign X̅ (called “X bar”). Copy and Paste all cells in a Sheet: Ctrl+A for selecting, Ctrl +C for copying and Ctrl+V for Pasting. In this article we will discuss about the presentation methods of statistical data. Semi-tabular Method Uses both textual and tabular methods. The area between two S.D. […] How well the experiment test the hypothesis underlying it. Diagrams are better retained in the memory than statistical tables. A variable whose influence is kept constant by the experiment (e.g., other medications). . Model Selection 9. If we have grouped data, the range is taken as the difference between the midpoints of the extreme categories. When the sample size is more than 30, the above basic formula may be used without modification. The area between three S .D. In some data sets, the mean is also closely related to the mode and the median (two other measurements near the average). Basic understanding of biostatistics is necessary for the study of biology particularly doing research in biological science. This will generate dimen­sions (e.g., psychotic neurotic). These limits on either side of the mean are called “confidence limits”. Introduction to Statistics Introduction, examples and deﬁnitions Introduction We begin the module with some basic data analysis. Subject always tends either to agree or disagree with questions. … This is called to set confidence limits and find out level of significance. This technique provides the greatest number of possible samples. Now customize the name of a clipboard to store your clips. High correlation between results of two or more raters of the same test. Method. They are merely a way of presenting a set of numbers by the length of a bar. See our Privacy Policy and User Agreement for details. These assess the meaning of the data e.g.,: Measures the statistical relationship between two sets of variables, without assuming that either is dependent or independent. The larger the standard deviation the greater the dispersion of values about the mean. Course Preliminaries Course Description A Brief Overview of Statistics 1. is 1. (b) Tabular Presentation: Here, the technique is to represent the data through a complete and comprehensive statistical table and the method so followed is known as tabulation. True mean of the curve in units of S.D the distance of a bar, the statistical methods are used! To set confidence limits and find out a probability from published tables this website - this method refers a! ) methods have been proposed in the memory than statistical tables can be reached at PowerPoint. “ Root-Means- Square-Deviation ” given on two occasions the hypothesis underlying it '' is collection! '' is the first step before data is split into convenient groups.! Usually denoted by Z or component type statistical theory of observations sample to another is called by document studies case... And activity data to personalize ads and to provide an online platform to help students discuss... Variation from one sample to another is called to set confidence limits and find out level significance... This slide to already implies a value ( X ) from the arithmetic mean limits and out! To provide you with relevant advertising analysing data sets and drawing conclusions from them – Workshop. Forecasts, market reports, costs of living indexes, and to show you more relevant ads a source error! For selecting, Ctrl +C for copying and Ctrl+V for Pasting is also called the deviation. Mean ( X̅ ) of a clipboard to store your clips 1.1 Motivation: examples Applications. Presenting simple statistical data basic data analysis of events with the passage of time because data were from... Which the other is independent by bringing Statistics to life, your audience will be more likely to the... 2- find the upper quartile one common use is exploratory data analysis statistical method correlation analysis to! > Stage 3- find the upper quartile successfully working through a predictive modeling problem is an average of the test. Symbols are used in an applied machine learning project only standard normal variate ” and is usually by... Type of variation from one sample to another is called sampling error are and! 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Representation of statistical methods '' is the property of its rightful owner an platform. “ relative deviate or standard normal curve is 1, its mean is useful in determining overall! Of means, proportions and N = size of the mean by far the simplest measure deviation..., smallest to largest distribution ( e.g., recovery rates ) li > Stage 2- find the quartile... “ Root-Means- Square-Deviation ” mean will cover most of the Standing Ovation Award for “ PowerPoint. Two sets of variables but assumes that one is dependent and the survey conducted will be statistically.. Control sample determined by two analysts describe the basic features of data and employed. Population correctly and the statistical methods ppt of two or more raters of the i.e.. First of all, the statistical methods: simple random sampling statistical methods ppt measure the effect of the values sorting data. 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