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# Utilizing statistical regression and time series analysis models, you will be able to evaluate and analyze how multiple variables

Utilizing statistical regression and time series analysis models, you will be able to evaluate and analyze how multiple variables impact an organization. You will also be able to create forecasts and interpret data to analyze performance as it impacts strategic planning and comparative advantage for an organization.

Manipulating data to create models helps us describe and summarize relationships between variables. Understanding how variables relate to each other helps businesses predict performance and make informed strategic plans. For example, to make an informed recommendation to management regarding which types of office buildings to acquire or sell, you would model the relationship between assessed value and given variables.

This reflection gives you an opportunity to develop, evaluate, and apply bivariate and multivariate linear regression models, and then reflect on office buildings you recommend acquiring and selling, and why.

## Entrepreneur regarding the food trucks economy and building an effective startup team

Entrepreneur regarding the food trucks economy and building an effective startup team.

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## Spinoza,explain accurately how Spinoza would account for this object in his metaphysics

Utilizing statistical regression and time series analysis models, you will be able to evaluate and analyze how multiple variables Spinoza,explain accurately how Spinoza would account for this object in his metaphysics.

Present an object of your choice to answer the following question: What, according to Spinoza in the Ethics, is the object in question? How does one know what it is? You may select something from the natural world, an artifact, a person or an idea in the mind. Your object may be taken from history, from fiction, or from your own experience or imagination. It is crucial to pick an object which allows you to explain the specifics of Spinoza’s metaphysics and epistemology. A successful essay will 1. present a suitable object 2. explain accurately how Spinoza would account for this object in his metaphysics 3. explain accurately how Spinoza thinks one comes to knowledge of (and avoids making errors about) the object and its place in the order of things. Technical matters: Double spaced, standard margins, reasonable point size. reasonable font. At the end of the essay, provide a bibliographical citation of the edition of the Ethics you are using. Cite quotations from and references to this text parenthetically. 3. This is NOT a research paper, you do not need to use any sources other than Spinoza’s Ethics.

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## Cleaning, checking, and managing data in SPSS

Cleaning, checking, and managing data in SPSS.

Assignment 4 – Cleaning, checking, and managing data in SPSS

Using the “Campus data” please complete the following data management tasks: 1. Treat all variables with missing values by assigning a discrete value of “-99” to missing cells and assign those values as missing in the dataset. 2. Create the following new variables from their respective old variables: a. “percentage living in “Other Apartment” variable b. Percentage living in “Off Campus Apartment” variable c. Percentage living in “Residence Hall” variable d. Percentage living in “Campus Apartment” variable 3. Recode the 4-category “living arrangment” variable into a 2-category new variable called “Living”; Where 1 = live alone and 0 = with someone 4. Collapse the “Age” variable into ordinal variable with three categories. Name the new variable “Age1”. 5. Create a new dataset from the “campus data” that contains only white responses. Name this dataset “white dataset. What to submit to me through email: a. The main dataset you have worked on b. The new dataset you created called “white dataset” c. Save all syntax for your work and send them to me together with the datasets. Complete charts in SPSS if necessary.

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