{"id":870,"date":"2023-02-11T15:46:17","date_gmt":"2023-02-11T15:46:17","guid":{"rendered":"https:\/\/www.goodacademic.com\/blog\/questions\/advance-analytics\/"},"modified":"2023-02-11T15:46:17","modified_gmt":"2023-02-11T15:46:17","slug":"advance-analytics","status":"publish","type":"questions","link":"https:\/\/www.goodacademic.com\/blog\/questions\/advance-analytics\/","title":{"rendered":"advance analytics"},"content":{"rendered":"

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The American Community Survey of New York data describe a family’s economic, housing, and demographic information such as yearly incomes, family type (married, female head, male head, etc), number of people, number of children, if the family is living on FoodStamp (1=Yes, 0=No), number of people who are currently employed, etc. Use this data set to answer the following questions:<\/p>\n

Questions:<\/strong>
\n1. Choose an appropriate model to determine if there is family income (i.e., FamilyIncome<\/strong> in the data set) difference among different types of families (i.e., FamilyType<\/strong> in the data set) in the state of New York?\n<\/p>\n

2. Choose an appropriate model to determine if there is family income (FamilyIncome<\/strong>) difference between families with kids and families without kids? (Note: There is currently no column holding data about whether a family has kids. You may want to use the with()<\/strong> function in R to create a new column to hold the binary answers.)\n<\/p>\n

Click Here for How to Use the with() Function.<\/a>\n<\/p>\n

3. Choose an appropriate model, and use FamilyIncome<\/strong>, NumChildren<\/strong>, NumPeople<\/strong>, NumWorkers<\/strong> to predict the probability that a family is living on FoodStamp<\/strong>.<\/p>\n

(Note: please ignore the warning message such as glm.fit: fitted probabilities numerically 0 or 1 occurred<\/em> if you see one)\n<\/p>\n

Please save the screenshots of the data analysis results and your interpretations of the results into a Word document, and name it as “MyAssignment1”. Thank you!<\/p>\n

\n<\/p>\n

\n <\/p>\n","protected":false},"excerpt":{"rendered":"

  The American Community Survey of New York data describe a family’s economic, housing, and demographic information such as yearly incomes, family type (married, female head, male head, etc), number of people, number of children, if the family is living on FoodStamp (1=Yes, 0=No), number of people who are currently employed, etc. Use this data […]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":[],"disciplines":[211],"paper_types":[],"tagged":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions\/870"}],"collection":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions"}],"about":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/types\/questions"}],"author":[{"embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/comments?post=870"}],"version-history":[{"count":0,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/questions\/870\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/media?parent=870"}],"wp:term":[{"taxonomy":"disciplines","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/disciplines?post=870"},{"taxonomy":"paper_types","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/paper_types?post=870"},{"taxonomy":"tagged","embeddable":true,"href":"https:\/\/www.goodacademic.com\/blog\/wp-json\/wp\/v2\/tagged?post=870"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}