Hypothesis Testing I Pat Obi What is a “Hypothesis?” A statement or claim about the value of a population parameter: μ‚ σ2‚ p Pat Obi‚ Purdue University Calumet 2 Decision Rule 1. x 0 Z s n Compare calculated Z value to Z value from Table (critical Z value) Reject H0 if calculated Z value lies in the rejection/significance region (i.e. region) ALTERNATIVELY: 2. Compare p-value to Reject H0 if p-value < Pat Obi‚ Purdue University Calumet 3 Two-Tail Test Ex: H0: 0
Premium Statistical hypothesis testing Null hypothesis Statistical power
SWOT Analysis Strength Strengths are one of the internal factor lead the organization to the success pathway and the business which allow you to operate more effectively than your competitors. For example‚ strength could be your specialist technical knowledge. As Nestle is a well-known brand in the world‚ so this is good for NESCAFÉ to make any further development and it is believed that NESCAFÉ is the major player in coffee market and it has a strong brand names because of associating
Premium Coffee Brand SWOT analysis
Hypothesis Testing The sole purpose of hypothesis testing is to determine whether or not research that has been collected is proved or disproved; usually allowing up to a 5% error factor. By using this 5% margin of error a researcher can consider the question of research being conducted is proven. There are five steps to be followed in doing hypotheses testing. The steps are: developing the research question‚ specifying between null and alternative hypotheses‚ calculating the statistic‚ computing
Premium Type I and type II errors Null hypothesis Posttraumatic stress disorder
is true that the importance of each category of factors will always vary from business to business and from company to company‚ but nonetheless PESTLE remains a mandatory analysis technique that is usually a part of the larger and more comprehensive SWOT analysis. PESTLE helps a company determine exactly how various types and categories of factors influence its ‘well-being’. As aforementioned‚ the same factors will influence different companies in different ways. For instance‚ an online business
Premium Strategic management Inflation Marketing
understanding of hypothesis testing. The textbook explained the aspects and steps of hypothesis testing in a legible fashion‚ while the video helped demonstrate a real-life application. I learned from the text that hypothesis testing is a “Procedure for deciding whether the outcome of a study (results from a sample) supports a particular theory or practical innovation (which is thought to apply to a population)” (Aron A.‚ Aron‚ E.‚ and Coups‚ 2011‚ p. 145). I also learned that hypothesis testing
Premium Statistical hypothesis testing Null hypothesis
Hypothesis Testing and Nursing Hypothesis testing is a method of making decisions using data from scientific study. In statistics‚ a result is called statistically significant if it has been predicted as unlikely to have occurred by chance alone‚ according to pre-determined threshold probability‚ the significance level. Statistical hypothesis tests define a procedure that controls (fixes) the probability of incorrectly deciding that a default position (null hypothesis) is incorrect based on how
Premium Statistical significance Statistical hypothesis testing Statistics
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
Premium Standard deviation Sample size Statistical hypothesis testing
HYPOTHESIS TESTING WHAT IS THIS HYPOTHESIS???? • In simple words it means a mere assumption or supposition to be proved of disproved. • But‚ for a researcher it is a formal question that he intends to resolve. • Example: I assume that 1) under stress and anxiety a person goes into depression. 2) It leads to aggressive behaviour. Eg. : Students who get better counselling in a university will show a greater increase in creativity than students who were not counselled. • So‚ the hypothesis
Premium Type I and type II errors Statistical hypothesis testing Statistical significance
DIRECTIONAL RESEARCH HYPOTHESIS Let’s consider a different situation—one involving a different alternative or research hypothesis. In this instance‚ let’s assume that we expect to discover that rural residents have higher religious participation scores than urban residents. Since we’re now hypothesizing (in the form of the research or alternative hypothesis) that the rural residents will have higher religious participation scores than the urban residents‚ we are specifying the direction of the
Premium Null hypothesis Hypothesis Arithmetic mean
Release date: 27 April 2014 Submission date: 9 May 2014 TUTORIAL ON HYPOTHESIS TESTING (1) Basic Concept 1. State the null and alternative hypothesis for each conjecture : a. A researcher thinks that if expectant mothers use vitamin pills‚ the birth weight of the babies will increase. The average birth weight of the population is 3.0kg. b. An engineer hypothesizes that the mean number of defects can be decreased in a manufacturing process of compact disks by using robots instead of humans
Premium Arithmetic mean Statistical hypothesis testing Standard deviation