Statistical Data Analyses Graeme Ferdinand D. Armecin‚ MHSS Outline of Presentation Overview of Research Designs Functions of Statistics Sampling Principles of Analysis and Interpretation (with Computer Package) – Descriptive Statistics – Inferential Statistics Graeme Ferdinand D. Armecin‚ MHSS Statistical Data Analyses Purposes of Research Design Exploratory/Descriptive Research design – Basic or fundamental in the research enterprise – What is going on? –
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RESEARCH METHODOLOGY LESSON 20: PRINCIPLE OF HYPOTHESIS TESTING So far we have talked about estimating a confidence interval along with the probability (the confidence level) that the true population statistic lies within this interval under repeated sampling. We now examine the principles of statistical inference to hypotheses testing. By the end of this chapter you should be able to • Understand what is hypothesis testing • Examine issues relating to the determination of level of How is this
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Test of Hypothesis – Large Sample Test Critical Value (Zx) | Level of Significance (x) | | 1% | 5% | Two tailed test | Z = 2.58 | Z = 1.96 | One tailed test | Z = 2.33 | Z = 1.64 | Q. Z= X- μ σ√n = x- μS.EX The mean height of a random sample of 100 students is 64” and standard deviation is 3”. Test the statement that the mean height of population is 67” at 5% level of significance. Solution: We are given n = 100
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Take Home Test 2 1. A. Null Hypothesis: There are no relations or associations among the groups’ mean scores. Alternate Hypothesis: There is a relation or association among the student’s grade point averages and “if they rather prefer to stay at home than go out with friends”. Correlations | | Grade Point Average | I would rather stay at home and read than go out with my friends | Grade Point Average | Pearson Correlation | 1 | .233 | | Sig. (2-tailed) | | .120 | | Sum of Squares
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A hypothesis is a speculation or theory based off of insufficient evidence which can later be tested to be proven true or false. An example of a hypothesis would be testing if one type of drug performed better to prevent seizures than the other. A Null hypothesis is a hypothesis that says there is no statistical significance between variables in a given hypothesis. An example of a null hypothesis would be there is no statistical relationship between which type of drug used and the amount of prevented
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Hypothesis Communication Analysis RES/342 University of Phoenix The major elements in researching Hypothesis is the statement with identifying a population parameter‚ the statement addresses the development of the testing. Hypothesis statements are null‚ which the population is and alternate accepts a statement when the null is rejected. Communication is the main events in our daily lives rather it is from a business aspect or personal‚ humans communicate on a daily basis. The importance of
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Nonparametric Hypothesis Testing Paper Team B RES 342 Eric Hogan University of Phoenix Nonparametric Hypothesis Testing Nonparametric testing does not depend on certain data in a particular distribution. Also‚ nonparametric testing applies techniques that do not assume that the basis of a model is predetermined. In a previous paper we discussed a hypothesis with single and double samples. Now we will conduct the equivalent‚ nonparametric test of the real estate hypothesis using another
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Part A Topic of Interest The daily phenomena in our everyday lives that we encounter that is‚ to determine the places and choices of food we consume‚ and restrictions on them based on our daily expenses. Title The ability to bring a change to our daily expenses (savings) through our food consumption Brief background of this topic : We are often pressured by the same mind boggling question‚ that is “What are we to consume for lunch/dinner daily?”. This often arises and in order to
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was high in 1990 with the range of 75.01 compare to 42.76 for 1998. Another high variability for 1990 was the standard deviation of 9.30 compare to 5.17 for 1998. (For Excel instructions see pages 28 and 61 of the textbook.) Question 2. (Statistical Inferences: Single Population) Feasibility Study: Companies that sell groceries over the Internet are called e-grocers. Customers enter their orders‚ pay by credit card and receive delivery by truck. To determine whether an e-grocery would be
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Stock Market Prices Do Not Follow Random Walks: Evidence from a Simple Specification Test Andrew W. Lo A. Craig MacKinlay University of Pennsylvania In this article we test the random walk hypothesis for weekly stock market returns by comparing variance estimators derived from data sampled at different frequencies. The random walk model is strongly rejected for the entire sample period (19621985) and for all subperiod for a variety of aggregate returns indexes and size-sorted portofolios. Although
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