Discuss the outcome of the best analysis

Assignment Help Advanced Statistics
Reference no: EM132385472

Systematic review assignment

Conduct a systematic review on the effects of cherry juice supplementation on recovery from exercise-induced muscle damage, focusing solely on peer-reviewed journal articles. The review should focus on the effects on performance (strength and power [i.e. speed and jump height]) as well as any corresponding effects on soreness, creatine kinase, and C-reactive protein. The review should contain the following sections:

1. Abstract
2. Introduction
3. Methods (with a clear indication of your search strategy)
4. Results (incorporating a summary table of your findings)
5. Discussion (how do the findings compare and how can you explain them)
6. References

Some guidelines on how to perform and structure a systematic review can be found on Moodle and in key texts highlighted in the module reading list.

Statistics assignment

"Physiological Measures Associated with Marathon Running Performance" A study was recently conducted on a random sample of 22 male finishers in the 2019 London marathon. Skinfold measurements were made using the protocol outlined by Durnin and Womersley (1974).

Resting heart rate (RHR) was determined from electrocardiography. Venous blood samples were taken to determine haematocrit (Hct) and haemoglobin (Hb) concentration. All subjects completed an incremental exercise test on a motorised treadmill to determine maximal oxygen uptake (VO2max), and the onset of blood lactate accumulation (OBLA), which was taken to be the intensity at which a blood lactate concentration of 4 mmol.L-1 occurred. The results are presented in Table

Part 1

As principle researcher, you are required to perform an appropriate analysis on these data to respond to the following questions:

1. Construct a table of means and standard deviations using MS Word. Provide a brief commentary on the descriptive statistics (i.e. what do they tell you about the sample
- think carefully about this?).

2. Carry out a preliminary analysis of the relationships between marathon performance and the explanatory variables. Which explanatory variables do you expect to see in the final model and why? (make sure you include evidence from SPSS to illustrate your conclusions).

3. Select, perform, and discuss the outcome of the best analysis that will tell you which variables are most strongly related to marathon performance.

4. Using graphs (histogram, residual plot, and P-P plot) to support your answer, comment on the assumptions of the model.

5. Write a 150-word abstract to summarise the findings of the above study.

6. Use the most parsimonious model you developed in part 3 to predict marathon finishing time based on the following data from an individual: height 167 cm; body mass
61.3 kg; sum of skinfolds 21.3 mm; RHR 54 b.min-1; Hct 42%; Hb 16.4 g.dL-1; VO2max 73.8 ml.kg-1.min-1; OBLA 20.03 km.h-1.

7. What are the limitations of the answer to part (6)?

Part 2

In a separate experiment, using a double-blind randomised procedure, a separate group of finishers completed a series of four marathons one hour after ingesting different doses of caffeine. The four experimental treatments were: placebo (maltodextrin), 3 mg.kg-1 caffeine, 6 mg.kg-1 caffeine, and 9 mg.kg-1 caffeine. All marathons were separated by at least 30 days. The results of the experiment are presented in Table 2.

8. Produce a MS Excel graph of these results and briefly comment on any pattern observed. i.e. What do you expect a statistical analysis of these data to show.

9. Using graphs (histogram and P-P plot) to support your answer, comment on the suitability of parametric statistics to analyse this data.

10. Select and perform the best analysis that will tell you whether caffeine supplementation affects marathon performance and whether there is a dose-related effect.

11. Write a 150-word abstract to summarise the findings of the above study.

12. Complete the following online ethics (IRB) training course (2-3 hours), and submit your completion certificate with your work.

You are expected to enter the data into SPSS, conduct the appropriate analyses to answer the above questions and report the appropriate statistics using the required nomenclature.

Verified Expert

This task provides a clear example on regression model workings in spss.Marathon time was taken as the dependent variable and stepwise regression analysis was used to determine the factors that significantly influence the marathon time.Thus, only two factors were found to be significantly influence marathon times.

Reference no: EM132385472

Questions Cloud

NIT3202 Data Analytics for Cyber Security Assignment : NIT3202 Data Analytics for Cyber Security Assignment help and solution, Victoria University, Assessment help - conduct and document machine learning experiments
MNG93220 - Project Procurement and Contract Management : MNG93220 - Project Procurement and Contract Management Assignment Help and Solutions, Southern Cross University Australia
How did teacher instruct the content and language objectives : How did the teacher instruct the content and language objectives? What types of strategies, interactions, applications, and assessments were implemented?
How you would group the students for in-class activities : In a 500-750 word essay, describe how you would group these students for in-class English language arts activities. Include a rationale for your choices.
Discuss the outcome of the best analysis : Using graphs (histogram and P-P plot) to support your answer, comment on the suitability of parametric statistics to analyse this data
Identify and provide a brief discussion for each observation : Following the chapter reading, the authors assert that the twentieth century is considered as the century of population explosion and fossil fuels burning.
Define importance of the advice in policy-making process : We learn from the author's case studies that, despite the alleged importance of scientific advice in the policy-making process, its evident that scientific.
What about your peer experience was most surprising : What about your peer's experience was most/least surprising? When and how might the presence of others (i.e., a group) impact your peer's thoughts or actions?
Identify any skills that the ceo possesses : Identify any skills that the CEO possesses and any that need to be developed. Defend the leadership style you would use if you were appointed CEO.

Reviews

len2385472

10/11/2019 3:52:04 AM

wants to complete assignment for uk university which i need toy submit latest by 10th october 3000 words

Write a Review

Advanced Statistics Questions & Answers

  Relationship between speed, flow and geometry

Write a project proposal on relationship between speed, flow and geometry on single carriageway roads.

  Logistic regression model

Compute the log-odds ratio for each group in Logistic regression model.

  Logistic regression

Foundations of Logistic Regression

  Probability and statistics

The tubes produced by a machine are defective. If six tubes are inspected at random , determine the probability that.

  Solve the linear model

o This is a linear model. If your model needs a different engine, then you need to rethink your approach to the model. Remember, there are no IF, Max, or MIN statements in linear models.

  Plan the analysis

Plan the analysis

  Quantitative analysis

State the hypotheses that you are going to test.

  Modelise as a markov chain

modelise as a markov chain

  Correlation and regression

What are the degrees of freedom for regression

  Construct a frequency distribution for payment method

Construct a frequency distribution for Payment method

  Perform simple linear regression

Perform simple linear regression

  Quality control analysis

Determining the root causes

Free Assignment Quote

Assured A++ Grade

Get guaranteed satisfaction & time on delivery in every assignment order you paid with us! We ensure premium quality solution document along with free turntin report!

All rights reserved! Copyrights ©2019-2020 ExpertsMind IT Educational Pvt Ltd