MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
Chamberlain University MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life– Step-By-Step Guide
This guide will demonstrate how to complete the Chamberlain University MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life assignment based on general principles of academic writing. Here, we will show you the A, B, Cs of completing an academic paper, irrespective of the instructions. After guiding you through what to do, the guide will leave one or two sample essays at the end to highlight the various sections discussed below.
How to Research and Prepare for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
Whether one passes or fails an academic assignment such as the Chamberlain University MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life depends on the preparation done beforehand. The first thing to do once you receive an assignment is to quickly skim through the requirements. Once that is done, start going through the instructions one by one to clearly understand what the instructor wants. The most important thing here is to understand the required format—whether it is APA, MLA, Chicago, etc.
After understanding the requirements of the paper, the next phase is to gather relevant materials. The first place to start the research process is the weekly resources. Go through the resources provided in the instructions to determine which ones fit the assignment. After reviewing the provided resources, use the university library to search for additional resources. After gathering sufficient and necessary resources, you are now ready to start drafting your paper.
How to Write the Introduction for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
The introduction for the Chamberlain University MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life is where you tell the instructor what your paper will encompass. In three to four statements, highlight the important points that will form the basis of your paper. Here, you can include statistics to show the importance of the topic you will be discussing. At the end of the introduction, write a clear purpose statement outlining what exactly will be contained in the paper. This statement will start with “The purpose of this paper…” and then proceed to outline the various sections of the instructions.
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How to Write the Body for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
After the introduction, move into the main part of the MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life assignment, which is the body. Given that the paper you will be writing is not experimental, the way you organize the headings and subheadings of your paper is critically important. In some cases, you might have to use more subheadings to properly organize the assignment. The organization will depend on the rubric provided. Carefully examine the rubric, as it will contain all the detailed requirements of the assignment. Sometimes, the rubric will have information that the normal instructions lack.
Another important factor to consider at this point is how to do citations. In-text citations are fundamental as they support the arguments and points you make in the paper. At this point, the resources gathered at the beginning will come in handy. Integrating the ideas of the authors with your own will ensure that you produce a comprehensive paper. Also, follow the given citation format. In most cases, APA 7 is the preferred format for nursing assignments.
How to Write the Conclusion for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
After completing the main sections, write the conclusion of your paper. The conclusion is a summary of the main points you made in your paper. However, you need to rewrite the points and not simply copy and paste them. By restating the points from each subheading, you will provide a nuanced overview of the assignment to the reader.
How to Format the References List for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
The very last part of your paper involves listing the sources used in your paper. These sources should be listed in alphabetical order and double-spaced. Additionally, use a hanging indent for each source that appears in this list. Lastly, only the sources cited within the body of the paper should appear here.
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Sample Answer for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
MY TAKE ON SAMPLING TECHNIQUES
I would say that in an introductory course at this level that we briefly look at 6 methods of data collection and that among researchers and scholars 5 of them are considered to be sampling techniques but I think it is appropriate to mention the 6th method of data collection in this same breath anyway.
In our online text book on pages 16-17 the authors discuss simple random sampling, stratified sampling, cluster sampling, systematic sampling, and convenience sampling.
Convenience sampling is bar far the weakest of all these methods and leads to the greatest potential and opportunities for various forms of statistical bias in the resulting sample. So in real life practice, convenience sampling should be avoided at all costs, and simple random sampling is often thought of as a bit of a “gold standard” in statistics and quantitative research. But I can see or visualize in real life practice why once in a while that stratified sampling might be a pretty good idea and approach, so to speak, for example.
The 6th form of data collection that I want to mention here is a census. The reason that a census is different from the 5 types of sampling mentioned above is that a census literally is “everyone” while the other 5 forms of data collection above definitely involve “less than everyone.”
Please see the following slides to see some pictures of some of these sampling techniques.
Please feel free to look around in the online text book and on the internet at large to see info about what a census is and to Post about it in one of your Week One Posts.
Thanks Friends and Best Wishes !!
Reference:
Holmes, A., Illowsky, B., & Dean, S. ( 2018 ). Introductory business statistics. OpenStax.
Edited by Christopher Smith on Jan 4, 2021 at 8:02am
introductory-business-statistics-35.6.pdf
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Sample Answer 2 for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
Sometimes when Folks talk about “research methods” part of what they are talking about is “the organization of the study.” But there is much more to it than that and the “organization of the study” “issue” is not addressed much in the slides that follow here but it is addressed a little bit. As you go on to take additional and more advanced and more detailed courses in quantitative research and data analysis and statistics and probability, knowing and understanding “the organization of the study” will become more and more important to you being able to understand and follow the types of things that you will be studying and learning about in those future courses.
So in this course you are not held very accountable for what is on many of the slides that follow here, but on the other hand understanding some of what is on the slides that follow here will help your overall understanding and comfort and confidence during this course here.
For example in this course here, it is very important to understand the difference between a sample and a population. It is also very important to understand the difference between a statistic and a parameter.
Thanks Friends and the slides that follow here should give you a reasonable basis and foundation for approaching the upcoming Weeks 2-8 of the course.
Thanks and Best Wishes Friends !!
Sample Answer 3 for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
In the Mental Health and addiction field data that we measure are reports of anxiety. As a variable, anxiety is a qualitative measure as it can only be reported as a subjective experience. We use quantitative data to support reports of anxiety such as measuring a blood pressure and respirations per minute. After reading about the measurement of variables, I believe that an anxiety rating would be Ordinal as it is ranked on a scale of 1 to 10 however it has no mathematical application. (week 1 Lesson: Introduction to Statistics: Data Collection and Data Concepts).
If I needed to gather data on how different medications best treat the symptom of anxiety, I would use Stratified sampling as studying people who take a specific medication for anxiety would mean I would have to locate and study a portion of a population (people who have anxiety vs those who seek medical treatment to manage anxiety).
Reference
week 1 Lesson: Introduction to Statistics: Data Collection and Data Concepts
Sample Answer 4 for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
MY TAKE ON RESEARCH AND RESEARCH METHODS
Sometimes when Folks talk about “research methods” part of what they are talking about is “the organization of the study.” But there is much more to it than that and the “organization of the study” “issue” is not addressed much in the slides that follow here but it is addressed a little bit. As you go on to take additional and more advanced and more detailed courses in quantitative research and data analysis and statistics and probability, knowing and understanding “the organization of the study” will become more and more important to you being able to understand and follow the types of things that you will be studying and learning about in those future courses.
So in this course you are not held very accountable for what is on many of the slides that follow here, but on the other hand understanding some of what is on the slides that follow here will help your overall understanding and comfort and confidence during this course here.
For example in this course here, it is very important to understand the difference between a sample and a population. It is also very important to understand the difference between a statistic and a parameter.
Thanks Friends and the slides that follow here should give you a reasonable basis and foundation for approaching the upcoming Weeks 2-8 of the course.
Thanks and Best Wishes Friends !!
Sample Answer 5 for MATH 225N Week 1 Discussion: Basic Statistics Data Used in Everyday Life
Please see the three Instructor Posts just previous to your Post here to see the fine tuned details for how to do APA Style Manual seventh edition in-text citations and References list item entry for the Weekly Lesson in Modules. Thanks much ! I prefer the examples in the Word document “APA Particulars” in the Instructor Post just a bit further above here.
It is possible to EDIT your Posts but there is no need to EDIT this Post here unless you just want to. But in future graded Posts please follow the format and style examples in the “APA Particulars” Word document.
Stratified sampling is a powerful and reasonable sampling technique when the circumstance and occasion call for it. Simple random sampling is a bit of a “gold standard” in statistics and quantitative research but stratified sampling certainly makes sense and is sometimes better in certain select circumstances. Stratified sampling sometimes serves as a proactive effort to trying to insure that samples are as representative as possible.
Be well Ashanti and Enjoy Week One ! Excellent work here !