Probability And Statistical Analysis Worksheet

This worksheet provides you with experience in calculating (by hand or using Microsoft® Excel®) the formulas from the weekly readings.  Using these formulas and performing these calculations will provide you with an understanding of how and why statistical formulas work and what they mean. This worksheet also provides you the opportunity to interpret results in the context of specific problems, which will assist you in critically evaluating current research in your field.

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      Probability and Statistical Analysis Worksheet

    PSYCH/625 Version 5

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    University of Phoenix Material

     

    Probability and Statistical Analysis Worksheet

     

    Complete Parts A, B, and C below.

     

    Part A

     

    1. Why is a z score a standard score? Why can standard scores be used to compare scores from different distributions? Why is it useful to compare different distributions?

     

    2. For the following set of scores, fill in the cells. The mean is 74.13 and the standard deviation is 9.98.

     

    Raw score Z score
    68.0 ?
    ? –1.6
    82.0 ?
    ? 1.8
    69.0 ?
    ? –0.5
    85.0 ?
    ? 1.7
    72.0 ?

     

     

    3. Questions 3a through 3d are based on a distribution of scores with and the standard deviation = 6.38. Draw a small picture to help you see what is required.

     

    a. What is the probability of a score falling between a raw score of 70 and 80?

    b. What is the probability of a score falling above a raw score of 80?

    c. What is the probability of a score falling between a raw score of 81 and 83?

    d. What is the probability of a score falling below a raw score of 63?

     

    4. Jake needs to score in the top 10% in order to earn a physical fitness certificate. The class mean is 78 and the standard deviation is 5.5. What raw score does he need?

     

     

    Part B

    The questions in Part B require that you access data from the Pulse Rate Dataset.

     

    The data is based on the following research problem:

    Ann conducted a study on the things that may affect pulse rate after exercising. She wants to describe the demographic characteristics of a sample of 55 individuals who completed a large-scale survey. She has demographic data on the participants’ gender (two categories), their age (open ended), their level of exercise (three categories), their height (open ended), and their weight (open ended).

     

    5. Using Microsoft® Excel® software, run descriptive statistics on the gender and level of exercise variables. From the output, identify the following:

     

    a. Percent of men

    b. Mode for exercise frequency

    c. Frequency of high level exercisers (exercise level 1) in the sample

     

    6. Using Microsoft® Excel® software, run descriptive statistics to summarize the data on the age variable, noting the mean and standard deviation. Copy and paste the output from Microsoft® Excel® into this worksheet.

     

     

    Part C

     

    Answer the questions below in at least 90 words. Be specific and provide examples when relevant.

     

    Cite any sources consistent with APA guidelines.

     

    Question Answer
    How does understanding probability help you understand inferential statistics?  
    When have you used probability in everyday life? How did you use it?  
    Which do you think would be a more serious violation: a Type I or Type II error? And why?  
    What are the characteristics that separate parametric and nonparametric tests?  
    What does statistical significance mean? How do you know if something is statistically significant? What is the difference between statistical significance and practical significance?  

     

     

     

    Copyright © XXXX by University of Phoenix. All rights reserved.

    Copyright © 2018 by University of Phoenix. All rights reserved.

Enemies And Spies Essay

The instruction is in highlight please no plagiarism

You are required to write an essay of at least 500 words in response to a provided prompt. You must support your assertions with at least 3 citations in current APA format. You may use the course textbooks, scholarly articles and the Bible as sources.  Please include a title page and reference page.

The book is

Integrative Approaches to Psychology and Christianity, 3rd Edition

An Introduction to Worldview Issues, Philosophical Foundations, and Models of Integration 2015 not 2010

by David N. Entwistle

Chapter 9,  Antagonistic Models of Disciplinary Relationship: Enemies

PSYC 420

Essay Topics

 

Essay 1 – Module/Week 2:

Topic: Epistemology Define epistemology and describe the 3 models of how certain we are that our perceptions mirror reality. Which position do you hold, and why? What are the different methods of knowing (see Entwistle chapter 5)? What are the limitations of these (or any) methods of knowing? What methods of knowing are appropriate for Christians, and why?

 

Essay 2 – Module/Week 3:

Topic: Philosophical Anthropology Define philosophical anthropology and compare the psychological and theological understandings of philosophical anthropology. Identify several distinct contributions offered by psychology that are absent (not offered in detail) from Christian theology. Identify several distinct contributions offered by Christian theology that are absent (or not offered in detail) from psychology. Are psychological and theological perspectives on philosophical anthropology ultimately opposed to and irreconcilable with each other, or can they be reconciled? Defend your answer.

 

Essay 3 – Module/Week 4:

Topic: Enemies and Spies

 

Choose 1 of the 2 prompts below on which to comment.

 

1. Entwistle asserts: “those with whom we disagree often have things to teach us… [we must] ask ourselves what is to be learned and appreciated” from those with whom we disagree. Identify at least 3 things that you appreciate/can learn from those who hold the secular combatants’ or Christian combatants’ versions of the Enemies model.

2. After reading chapter 9 and watching the Antagonism video, what concerns, if any, do you have about the influence of secular assumptions on the field of psychology? What concerns, if any, do you have about the claims and counsel of the nouthetic counseling movement?

 

Essay 4 – Module/ Week 5:

Topic: Colonialism and Neutral Parties

 

Choose 1 of the 2 prompts below on which to comment.

 

1. The Colonialist model ostensibly recognizes the value of psychology, but it does not typically result in deep engagement with the findings or methods of psychology. How might this be applied to a topic such as eating disorders or depression? What would be some of the advantages and disadvantages of this approach?

 

2. Entwistle distinguishes between scriptural authority and theological interpretation. Do you agree? Why might this distinction be important? Support your view with an example.

 

Essay 5 Module/Week 6:

 

Topic: Allies and Transformational Psychology

 

Choose 1 of the 2 prompts below on which to comment.

 

1. Entwistle noted that “theological reflection typically focuses more on God’s workings in the world,” while “psychological reflection typically focuses more on the workings of God’s world.” What implications does this have for the relationship between psychology and Christianity?

2. Kepler saw astronomers as “priests of Almighty God” who have “the honour of standing guard…at the door of the shrine at whose high altar Copernicus performs divine service.” How might this sentiment apply to all of us who study the book of God’s Works? How can we heed Kepler’s warning to “not consider the glory of our intellects, but the glory of God” in our academic and disciplinary pursuits?

 

Page 3 of 3

Article Interrogation

In  500-600 words for each article (1,000-1,200-words total), interrogate  each of your articles from Topic 4, using the four big validities. For  each article, work through the four big validities in turn, indicating  whether the article does a good or bad job on each front. As you write,  keep in mind that you are demonstrating your mastery of this material!  Show that you know how to ask questions about each of the four validities, show that you know what the answers to these questions mean.  Finally, show that you understand what it means to prioritize validities as you interrogate a study.

Please see the attached document (Article Interrogation) under the assignment tab for the detailed information on this assignment.

PSY-260 Introduction to Psychological Research and Ethics

Article Interrogation

 

Examine each of your articles using the four big validities. For each article, work through the four big validities in turn, indicating whether the article does a good or bad job on each front. As you write, keep in mind that you are demonstrating your mastery of this material! Demonstrate that you know how to ask questions about each of the four validities and that you know what the answers to these questions mean. Finally, demonstrate that you understand what it means to prioritize validities as you interrogate a study.

 

Details:

Construct validity: Evaluate the measures and manipulations

Restate each variable and how it was operationalized. (“They operationalized ___ by doing _____”). After you describe each measure or manipulation, indicate any reliability and validity information provided in the article (take a look at Figure 5.7). Do they give Cronbach’s alphas; if so, what are they? Are they good or bad? Do they give interrater reliabilities; if so, what are they? Do they give any evidence for predictive or concurrent validity, perhaps to referring to how the measure has been used in past research? Using this information, give your assessment—is each measure reliable and valid? If such information is not included, then evaluate that—what would you like to see?

For manipulated variables, are the manipulations construct valid, in your opinion? (See Chapter 10). If it’s a manipulated variable, do they do any manipulation checks to show you that their manipulation did what they intended it to do? Does the manipulation have face validity?

 

Statistical validity: Evaluate how strongly the results support their argument.

For each major result, evaluate its effect size to the best of your ability. State the effect size if it’s given in terms you understand (e.g., r or d). If it’s a beta in a regression table, how big is the beta for the main variable of interest, compared to the others on the table? Are the major effects statistically significant? What does this mean?

As you evaluate statistical validity, discuss how strongly and how well the results pattern supported the authors’ hypotheses. See if you can evaluate how strong the result is in some “real world” terms, like an increase in IQ points or a weight loss of some number of pounds, or a reaction time in seconds.

 

Internal validity: Can the study support a causal claim? Does it intend to?

First, state what specific causal claim the researchers wish to make (if it’s an experiment) or might wish to make (if it’s a correlational study).

If it’s an experiment, apply the causal rules, including the internal validity threats in Table 11.1. Do any apply to your article? If not, what is your overall evaluation? Can they make a causal statement?

 

 

 

If it’s a multiple regression design, apply the causal rules, and for internal validity, review what variables were controlled for in the design. Can you think of any other third variables? What is your overall evaluation? Can they make a causal statement?

Before criticizing for third variables, remember that a confound is a problem with systematic variance (a true confound) and not unsystematic variance (an obscuring factor).

Thus, if you think that some people in the study might have been in a bad mood, that will not be a confound unless people in only one group were in a bad mood, and the others were not.

 

External validity: To whom or to what other contexts can the results be generalized?

External validity addresses two issues: to whom (if anyone) can the results be generalized, and to what other situations or settings? Remember that it’s how a sample is drawn, not how many people are in it, that determines external validity. Consult Figure 7.5 for a reminder. Also, remember that in many studies, external validity is not the first priority. Your evaluation should acknowledge this and explain why.

 

Each article should be 500-600-words each for a total of 1,000-1,200-words.

Prepare this assignment according to the guidelines found in the APA Style Guide, located in the Student Success Center.

This assignment uses a rubric. Please review the rubric prior to beginning the assignment to become familiar with the expectations for successful completion.

You are required to submit this assignment to Turnitin. Please refer to the directions in the Student Success Center.

 

Research Methods in Psychology, 2e © W. W. Norton & Company, Inc.

By Beth Morling

Short Paper: Analyzing A Sample Intelligence-Achievement Report

To complete this short paper, you will analyze and consider a diagnosis based off the results of the intelligence and achievement tests. Think about how viewing results from both tests can help a practitioner better understand the test-taker’s functioning and provide a more comprehensive recommendation.
Utilize your understanding of intelligence and achievement testing to assign a diagnosis to Bob Schmoe from the Sample Intelligence Achievement Report. (Attached)
Write about Bob’s strengths and weaknesses as they relate to his intelligence and achievement testing. Consider the following questions:

  • Which areas in the Wide Range Achievement Test 4 (WRAT-4) and Wechsler Abbreviated Scale of Intelligence 2 (WASI-2) would be considered strengths for Bob? Which areas would be considered weaknesses?
  • Assess Bob’s strengths and weaknesses and consider how both impact his overall functioning.
  • Based upon his identified areas of limitations, what are some suggestions or recommendations for Bob?

To complete this assignment, review the Module Five Short Paper Guidelines and Rubric document. (Attached)

Sample Intelligence-Achievement Report

Bob Schmoe is a 34-year-old Caucasian male who was referred by his Department of Rehabilitation

caseworker for an evaluation.

 

Cognitive/Intellectual Functioning

Wechsler Abbreviated Scale of Intelligence-2nd Edition (WASI-2)

 

Bob’s intelligence was measured with the Wechsler Abbreviated Scales of Intelligence (WASI). Average

composite scores on the WASI range from 90 to 109. Individual average subtest scores on the WASI

range from 40–60. Bob was administered the four-subtest form. This form consists of four subtests,

two verbal and two nonverbal, yielding a FSIQ. Bob achieved the following composite and subtest

scores:

 

Scale Score (95%

CI)

Percentile

Rank

Descriptive

Category

Full Scale (FSIQ-4) 94 (89–99) 34 Average

Block Design 43 – Low Average

Vocabulary 47 – Average

Matrix Reasoning 46 – Average

Similarities 51 – Average

Verbal Comprehension

Index

99 (93–105) 47 Average

Perceptual Reasoning

Index

91 (85–98) 27 Average

 

Bob achieved a Full Scale IQ Score (FSIQ-4) within the average range. His overall cognitive abilities

appear to be similar to his typical peers.

 

Bob’s Verbal Comprehension Index falls within the average range when compared to his typical peers.

With respect to his verbal abilities, specific analyses of subtest scores showed that Bob’s knowledge of

English word definitions and verbal reasoning abilities both fall within the average range relative to his

same aged peers.

 

Bob’s Perceptual Reasoning Index falls within the average range when compared to his typical peers.

With respect to his nonverbal abilities, specific analyses of subtest scores showed that Bob’s visual-

spatial skills fall within the low average range, while his nonverbal problem-solving abilities fall within

the average range relative to his same aged peers.

 

 

 

Achievement

Wide Range Achievement Test-Revision 4 (WRAT-4)

 

The WRAT-4 is a psychometrically sound measure of fundamental academic skills. It is helpful in

diagnosing learning disabilities, assessing academic progress over time, evaluating achievement/ability

discrepancies, checking progress in remedial programs, determining instructional needs, and assessing

children whose performance is below that of their peers. The WRAT-4 includes four subtests: Word

Reading (measures letter and word decoding through letter identification and word recognition);

Sentence Comprehension (measures an individual’s ability to gain meaning from words and to

comprehend ideas and information contained in sentences through the use of a modified cloze

technique); Spelling (measures an individual’s ability to encode sounds into written form through the use

of a dictated spelling format containing both letters and words); and Math Computation (measures an

individual’s ability to perform basic mathematics computations through counting, identifying numbers,

solving simple oral problems, and calculating written mathematics problems). In addition to providing

derived scores and interpretive information for the subtests, the WRAT-4 also yields a Reading Composite

score, obtained by combining the Word Reading and Sentence Comprehension standard scores. Average

scores range from 90–110, with an average score of 100.

 

 

Subtest/Composite Standard

Score

95%

Confidence

Interval

Percentile

Rank

Grade

Equivalent

Word Reading 99 91-107 47 12.5

Spelling 78 70-88 32 11.5

Math Computation 83 74-94 7 5.5

Sentence

Comprehension

 

93

 

85-101

 

13

 

6.1

Reading Composite 95 89-101 37 –

 

Based on Bob’s Word Reading standard score of 99, it appears that his word reading skills fall within

the average range when compared to his same aged peers. This achievement score may suggest that

Bob is likely to perform similar to his same aged peers on tasks involving English language reading.

 

Based on Bob’s Spelling standard score of 78, it appears that his spelling skills fall within the borderline

range when compared to his same aged peers. This achievement score may suggest that Bob is likely to

perform much worse than his same aged peers on tasks involving English word spelling tasks.

 

 

 

 

3

 

 

Based on Bob’s Math Computation standard scale of 83, it appears his math computation skills fall within the

low average range when compared to his same aged peers. This achievement score may suggest that Bob is

likely to perform slightly worse than his same aged peers on tasks involving increasingly complex

mathematics problems.

 

Based on Bob’s Sentence Comprehension standard score of 93, it appears that his sentence completion

skills fall within the average range when compared to his same aged peers. This achievement score may

suggest that Bob’s performance on tasks involving reading, writing and completion of English sentences is

similar to his same aged peers.

 

Based on Bob’s Reading Composite standard score of 95, it appears that his reading comprehension and

verbal expression skills fall within the average range when compared to his same aged peers. This

achievement score may suggest that Bob’s performance on tasks involving English reading comprehension

and formulation may be similar to his same aged peers.