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With any set of data, we use summary statistics and graphs to get an overall picture. You will summarize

With any set of data, we use summary statistics and graphs to get an overall picture. You will summarize and visualize your data set. Instructions (5pts) Please list your data set name and variables (both categorical and quantitive) at the top of all your writing project submissions. Produced the following tables and graphs and gather them in your document/presentation. And write an interpretation by comparing shapes, centers, and spreads of your quantitative distributions. 1. Tables (10pts) a) Get a contingency table for two of your categorical variables. Build a contingency table for your two categorical variables. There should be one table. Depending the values for your variable, you may choose to display the table in the suitable orientation. b) Get summary statistics (n, median, mean, Q1, Q3, IQR, min, max) for your two quantitative variables. You should have two tables or one table with both of the quantitative variables. 2. Graphs (15 pts) Choose a categorical variable to group the data by. Build histograms and box plots, per group, for each quantitative variable. Take one of the chosen quantitive variable, build a set of histograms (one per group) in the same graph in StatCrunch. Then, build a set of boxplots for the same distributions in one graph, just like what you did for the histogram. Now you take the 2nd chosen quantitative variable, and repeat the process to build a graph with a set of histograms and another graph with a set of boxplots (one per group). Organize the document so that there is a section for each quantitative variable: with summary statistics table first, followed by the histograms and boxplots. 3. Interpretation (20 pts) Compare the distributions of both of your quantitative variables in groups, one at a time. Use histograms to identify shapes of each distribution. Use boxplots to compare center and spread of distributions. Clearly state what measures you are using for comparison. Take into account the shape of distributions being compared. Be sure to explain your reasonings, state your findings, cite evidences from graph and or summary statistics to support your findings. Shape: Identify the shape for each one of your histograms Center: Based on identified shapes, use the appropriate measure to compare center. Spread: Based on identified shapes, use the appropriate measure to compare spread. Also note, if you have any outliers. If so, do you include them in your analysis? Why or why not? Sample interpretation statements for tuition, grouped by type (public or private) – do this for each of your quantitative variables for your dataset: The shape of the distribution of public-school tuitions is approximately symmetric because both tails are about the same length; while the shape of the distribution of private school tuition is also right skewed because the tail is longer on the right side. Measures of center are mean and median. Because one of the distributions compared is skewed median will be used to compare the centers of the distributions of tuitions in private and public institutions. Median tuition at a public institution is $12,345 which is less than the median tuition at a private institution, $56,789. Typically, tuition is higher at a private school than a public school. Measures of spread are standard deviation and IQR. Because one of the distributions compared is skewed, IQR will be used to compare the spread of the distributions of tuitions in private and public institutions. IQR of tuition at public institutions is $12,345 which is lower than the IQR of tuition at private institutions, $23,456. Variation of tuition at private institutions is more diverse than that of public institutions.
ASCC Self Fluid Management in Prevention of Kidney Stones Questions.

Week 6 Discussion Bio 2015 Human PathophysiologyUrinary DisordersA 45 yr old grocery clerk has been suffering from bouts of severe pain in his left flank region. He blamed it on prolonged standing for 8 hr. Straight while working. He was taking over the counter medicine for his pain. One day he found fresh blood in his urine. He went to the doctor who performed urine tests, CT scans, and X-rays. He was diagnosed with urine calculus. 1. Discuss possible factors that may have been responsible for the Devon the stone and use this case to show how the patient’s diet and water intake can help analyze the composition of the calculus. What are the most common stone types?2. What would be the tests results of his white blood cells in urine and blood, blood calcium levels, CT scan, and X-ray?3. Suggest the best treatment for stone removal for the patient and a plan to prevent recurrence post treatment. Use both dietary and pharmacological methods. Keep these facts in mind while answering the questions. Due both blood and urine white blood cells test also consider urine testing methods for the type of stone if it’s not recovered for chemical analysis. You should know the invasive and non invasive method of kidney stone removal.Also be sure to put the question listed above in bold above the paragraph and be free of pla
ASCC Self Fluid Management in Prevention of Kidney Stones Questions

Chamberlain College Diagnosis and Treatment of Urticaria in Primary Care Discussion

Chamberlain College Diagnosis and Treatment of Urticaria in Primary Care Discussion.

he purpose of this discussion is to apply pathophysiological concepts to a child presenting with dermatological dysfunction (urticaria). Related concepts will also be applied that includes alterations in immunity/inflammation, fluid and electrolytes, acid/base balance and pulmonary function. Activity Learning Outcomes Through this discussion, the student will demonstrate the ability to: Explore age-specific and developmental alterations in the dermatological system. (CO 3, 1) Relate pathophysiological alterations in dermatological processes to the development, diagnosis and treatment of common skin disorders. (CO 4, 2) Examine current evidence to support the management of patients who present with alterations in the dermatologic system. (CO 5, 3) Due Date: The student must provide an answer to the graded discussion topic posted by the course instructor, by Wednesday, 11:59 p.m. MT, of each week. Students must post a minimum of two times (response to peers) in the graded discussion. The two posts in the discussion must be on separate days. Posting twice on two different days meets the minimum requirement. For full credit, the student must post at least three substantive posts on three different days. In addition, students must respond to all faculty questions. A 10% late penalty will be imposed for discussions posted after the deadline on Wednesday, 11:59 p.m. MT regardless of the number of days late. NOTHING will be accepted after 11:59pm MT on Sunday (i.e. student will receive an automatic 0). Week 8 discussion closes on Saturday at 11:59pm MT. A 10% penalty will be imposed for not entering the minimum number/type of interactive dialogue posts OR not posting on the minimum required number of days. NOTHING will be accepted after 11:59pm MT on Sunday (i.e. student will receive an automatic 0). Total Points Possible: 100 points Requirements: A 12-year-old boy is brought to the office for evaluation of hives. He has no significant past medical history and no history of allergies. He has just joined the middle school soccer team and noticed that he gets hives about 10 minutes into practice. The hives are itchy and consist of irregular blotches on his legs and trunk, about 10–20 cm in size, and they persist for about 30 minutes. He does not experience swelling of the lips or oropharynx and denies any wheezing or shortness of breath. His physical examination is normal without skin lesions or oral swelling at that moment, and his lungs are clear. After evaluation, he is diagnosed with urticaria. Discuss the likely cause of the patient’s urticaria. Describe the cellular mechanism of urticaria and how it leads to the signs and symptoms experienced by the patient. Describe the relationship between the patient’s symptoms and the concept of inflammation. What pharmacological and non-pharmacologic treatment options are available?  Discuss the complications of urticaria. What teaching would be appropriate to provide the parent and child about urticaria? Support your response with at least one current evidence based resource DISCUSSION CONTENT Category Points % Description Application of Course Knowledge 30 30% Posts make direct reference to concepts discussed in the lesson or drawn from relevant, evidence based outside sources, AND Posts are on topic and answer all presented questions which demonstrates a solid understanding of the topic. Applies concepts to personal experience in the professional setting and or relevant application to real life, AND Decisions are well supported with evidence-based arguments that are in-line with the scenario; AND Proper rationale and reasoning skills are demonstrated; AND Information is taken from source(s) with appropriate interpretation/evaluation to develop a comprehensive analysis or synthesis of the topicSupport From Evidence Based Practice 30 30% Discussion post is supported with appropriate, scholarly sources; AND Sources are published within the last 5 years (unless it is the most current clinical practice guideline (CPG); AND Reference list is provided and in-text citations match; AND Provides relevant evidence of scholarly inquiry clearly stating how the evidence informed or changed professional or academic decisions Interactive Dialogue 30 30% Student provides a substantive* response to at least two topic-related posts of a peer; AND Evidence from appropriate scholarly sources are included; AND Reference list is provided and in-text citations match; AND Student responds to all direct faculty questions OR if student was not asked a direct question, student responds to either a 3rd peer post or a faculty question directed towards another student (*) A substantive post adds new content or insights to the discussion thread and information from student’s original post is not reused in peer or faculty response 90 90% Total CONTENT Points= 90 pts DISCUSSION FORMAT Category Points % Description Grammar, Syntax, Spelling, & Punctuation 10 10% Grammar, spelling, and/or punctuation are accurate, or with zero to one error. Direct quotes in discussions are limited to one short quotation (not to exceed 15 words). The quote adds substantively to the discussion.  (*) APA style references and in text citations are required; however, there are no deductions for errors in indentation or spacing of references. All elements of the reference otherwise must be included. 10 10% Total FORMAT Points= 10 pts DISCUSSION TOTAL=100 points
Chamberlain College Diagnosis and Treatment of Urticaria in Primary Care Discussion

Environmental Ethics. Optimal Pollution: Reality or Myth? Essay

term paper help Table of Contents Introduction Optimal Pollution as a Temporary Measure Conclusion References Introduction When considered outside of the context of the modern world and its technological progress, pollution is a doubtlessly negative phenomenon that needs to be eradicated entirely. However, after considering the factors that cause pollution, such as industrial growth and technological advances, one must admit that complete absence of pollution will only be possible after refusing to continue the progress. Implying an agreement between the marginal cost of and benefit from pollution abatement, optimal pollution allows reaching a compromise between environmentalism and technological progress (Halkos

Readiness/Learning Profile

Readiness/Learning Profile.

You ask one question about listening to music while working. I do that all the time now, and I think I would have liked it while I was in school. What implications do you see for classrooms if you have a number of students who like listening to music? How would you balance that with those who prefer/need quiet? And what type of music?———————————————————————————————————————————————1.https://www.surveymonkey.com/r/9T6YJZ3 (Links to an external site.) 2. https://www.surveymonkey.com/r/DYRLFDCTake these 2 survey assuming the role of a student attempting to create an individualized learning style. What could be added to more accurately assess your abilities in terms of learning styles/preferences? Make suggestions based on the article you cited in your prompt, other articles you’ve read, and information from this week’s readings. Write two additional questions that will enhance your peer’s survey. Be sure that all in-text citations included have an APA formatted reference at the conclusion of your response. answer each survey separate
Readiness/Learning Profile

Ch 4 Developmental Needs of Participants Response

Ch 4 Developmental Needs of Participants Response.

for this assignment follow the instructions : Using a common camp activity, that applies to a wide range of ages, explain how campers would meet the developmental characteristics outlined from the Child and Youth Development Characteristics . Your response should be 200 words.4. Think about your camper population and the activities you provide based on this information. Select a common camp activity, that applies to a wide range of ages, explain how campers would meet the developmental characteristics outlined from the Child and Youth Development Characteristics . Developmental Needs of ParticipantsOptimum child and youth development requires, in addition to physical health and growth, a set of skills that equip children and youth with competencies for success: Basic academic skills and knowledge Interpersonal and social skills Cognitive, creative, and mental skills Emotional and psychological maturity and stability Commitment of higher values Vocational skills Ideally, camp goals and outcomes are based on meeting the developmental needs of youth. The “Child and Youth Development Characteristics” handout was originally developed for ACA’s Project REACH camp Staff Training Series and has been updated with information from the University of Connecticut.Please open the handout: Child and Youth Development Characteristics it is an excerpt from Basic Camp Management: An Introduction to Camp Administration by Armand and Beverly Ball, Eighth Edition (2012).Review the handout, noting the age levels and in particular the information about the physical, social, emotional, and intellectual characteristics of youth.Think about your camper population and the activities you provide based on this information. Using a common camp activity, that applies to a wide range of ages, explain how campers would meet the developmental characteristics outlined from the Child and Youth Development Characteristics .
Ch 4 Developmental Needs of Participants Response