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    “Exploring Factors Affecting Student Performance: A Data Analysis of the Student Marks Dataset”

    You will use the following Kaggle dataset for this assignment: 
    https://www.kaggle.com/datasets/yasserh/student-marks-dataset

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    “Statistical Analysis and Regression Techniques: Examining Three Different Cases” “Analyzing the Impact of Price and Advertising on Automobile Sales: A Regression Analysis”

    Case 1
    The following is part of an ANOVA table that was obtained from data regarding three treatments and a total of 15 observations.
    Source of
    Variation
    Sum of
    Squares
    Degrees of
    Freedom
    Between Treatments
    64
    Error (Within Treatments)
    96
    Refer to case 1 . The number of degrees of freedom corresponding to between treatments is
    Question 1 options:
    12
    2
    3
    4
    Refer to case 1 . The mean square between treatments (MSTR) is
    Question 2 options:
    36
    16
    8
    32
    Refer to case 1 . The number of degrees of freedom corresponding to within treatments is
    Question 3 options:
    12
    2
    3
    15
    Refer to case 1. The computed F test statistics is
    Question 4 options:
    32
    8
    0.667
    4
    Refer to Case 1. If at 95% confidence, we want to determine whether or not the means of the populations are equal, using Excel the p-value is
    Question 5 options:
    TDIST (F, df1,df2)
    FDIST(t,df1,df2)
    FDIST (F,df1,df2)
    None of these alternatives is correct
    Refer to Case 1 . If p-value between 0.05 to 0.1
    the conclusion of the test is that the means
    Question 6 options:
    are equal
    may be equal
    are not equal
    None of these alternatives is correct.
    Case 2
    The following information regarding a dependent variable Y and an independent variable X is provided
    Refer to case 2. The total sum of squares (SST) is
    Question 7 options:
    -156
    234
    1870
    1974
    Refer to case 2. The sum of squares due to error (SSE) is
    Question 8 options:
    -156
    234
    1870
    1974
    Refer to case 2. The mean square error (MSE) is
    Question 9 options:
    1870
    13
    1974
    935
    Refer to case 2. The slope of the regression equation is
    Question 10 options:
    -0.667
    0.667
    100
    -10
    Refer to case 2. The Y intercept is
    Question 11 options:
    -0.667
    0.667
    100
    -100
    Refer to case 2. The coefficient of correlation is
    Question 12 options:
    -0.2295
    0.2295
    0.0527
    -0.0572
    Case 3
    In order to determine whether or not the number of automobiles sold per day (Y) is related to price (X1 in $1,000), and the number of advertising spots (X2), data were gathered for 7 days. Part of the regression results is shown below.
    Coefficient
    Standard Error
    Intercept
    0.8051
    X1
    0.4977
    0.4617
    X2
    0.4733
    0.0387
    Analysis of Variance
    Source of
    Degrees
    Sum of
    Mean
    Variation
    of Freedom
    Squares
    Square
    F
    Regression
    40.700
    Error
    1.016
    Determine the least squares regression function relating Y to X1 and X2.
    Question 13 options:
    y-estimated=7.017-8.6233X1+0.0858X2
    y-estimated=-7.0174+8.6233X1+0.0858X2
    y-estimated=7.0174+8.6233X1+0.0858X2
    non of these alternatives is correct
    Refer to case 3
    If the company charges $20,000 for each car and uses 10 advertising spots, how many cars would you expect them to sell in a day?
    Question 14 options:
    15 (rounded from 15.49)
    16
    17
    14
    Refer to case 3
    At a = 0.05, test to determine if the equation developed represents a significant relationship between the independent variables and the dependent variable.
    The test statistics is
    Question 15 options:
    F
    t
    We can use F or t
    None of these alternatives is correct.
    Refer to test 3
    At a = 0.05, test to determine if the fitted equation developed in Part a represents a significant relationship between the independent variables and the dependent variable.
    to find p-value we should use excel function
    Question 16 options:
    p-value is FDIST (F,df1,df2)
    p-value is FDIST (t,df1,2)
    p-value is FDIST (t,df2,2)
    None of these alternatives is correct
    Refer to case 3. At a = 0.05, test to determine if the fitted equation developed in Part a represents a significant relationship between the independent variables and the dependent variable.
    Conclusion is
    Question 17 options:
    F = 80.12; p-value > .01; Don’t reject H0
    The model is not significant at alpha 0.05
    F = 8.12
    F = 80.12; p-value < .01 (almost zero); reject H0 and conclude that te model is significant at alpha 0.05 None of these alternatives is correct. Refer to case 3 At 95% confidence, test to see if price is a significant variable. Use test statistics Question 18 options: F t both t and F None of these alternatives is correct. Refer to case 3. At 95% confidence, test to see if price is a significant variable. Conclusion is Question 19 options: t = 0.008; p-value less than alpha . Reject H0; price is a significant variable at alpha 0.05 t = 1.078; p-value is between 0.1 and 0.2; do not reject H0; price is not a significant variable at 95% confidence. t = 1.078; p-value is less than 0.1 ; reject H0 price is a significant variable at 95% confidance None of these alternatives is correct. Refer to case 3 Determine the multiple coefficient of determination and interpret this number Question 20 options: 0.9756. 97.56% of the variation of the number of automobiles sold per day is explained by the variation in price and the number of advertising spots. 0.9756 97.56% of the variation of the number of automobiles sold per day is explained by the variation in price. 0.3467 34.67% of the variation of the number of automobiles sold per day is explained by the variation in price. 0.7654 76.54% of the variation of the number of automobiles sold per day is explained by the variation in the number of advertising spots.

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    Title: Analyzing “The Starry Night” by Vincent van Gogh Part 1: Vocabulary words and definitions: 1. Composition= the arrangement of visual elements in a work of art. “The composition of this painting is dominated

    Part 1:
    Spend some time looking at this painting. What are the main design elements? Consider all of the class content so far.
    Write a list of all the vocabulary words you would use to describe this painting. Next to each vocabulary word include the definition of the word and how the vocabulary word is used in the painting.
    For example: SHAPE= an element of art in a two-dimensional work of art, limited to length and height. “The triangular shape in the middle of the painting is green.” 
    There must be at least 10 different vocabulary words that are used to describe this work of art. 
    Part 2:
    Use all of your vocabulary from Part 1 to write a short essay that visually describes this work of art.
    When you use a word to describe the artwork, be sure to include a definition of the word and connect it to a specific area of the artwork, as is done in Part 1 of this assignment. Be consistent- part 1 and part 2 should match.
    Consider proper spelling, grammar, and ESSAY style. Approx. 300 words.
    Include both Part 1 and Part 2 in your submission. 

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    “Exploring the Basics of Information: A Week Three Overview”

    Information is in attached. No big words please read week three attachment after reading instructions on the outline 

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    Title: “The Use of Rap Lyrics as Evidence in Criminal Cases: A Debate”

    For this discussion I would like for you to review both links and make a case for or against using rap lyrics as evidence. If you are for it why? If you are against it why? Instead of using rap lyrics what other type of evidence could be used?
    LINKS: https://www.legalmatch.com/law-library/article/criminal-evidence.html

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    “Ethical Dilemmas in Internship: Maintaining Confidentiality and Fair Decision-Making”

    For this assignment, you should describe an ethical issue or decision that you have encountered
    during your internship experience. This may be something you have dealt with directly, or it may
    be something you have observed while doing your internship.
    Some examples of ethical issues or decisions could include:
    – If your internship site protects the confidentiality of clients, how is this done? What are
    some of the reasons why confidentiality is protected? These reasons could include legal
    requirements, as well as the ethics expected of people working in certain professions.
    – Staff at your internship site may need to make important decisions impacting people’s
    lives. For example, social workers or counselors at a school might need to decide how
    they will help a student who is at risk of dropping out. What is an important decision at
    your internship site and how is it made? In particular, how does your internship site make
    sure that decisions are fair and consistent

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    Exploring the Pros and Cons of Case Study Research in Psychology

     Your textbook describes several advantages and disadvantages of the case study research method, which are listed below:Advantages
    A Source of Ideas about Behavior
    An Opportunity for Clinical Innovation
    A Method to Study Rare Phenomena 
    A Method for Challenging to Theoretical Assumptions 
    A Method for Providing Tentative Support for a Psychological Theory
    Disadvantages
    Difficulty of Drawing Cause-Effect Conclusions
    Potential Sources of Bias
    Problems of Generalizing from a Single Individual

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    Title: “Exploring Memory and Perception: Everyday Use and Flawed Results”

    Critical Thinking Assignment: Choose one of the Options below Option #1: In our chapter on remembering and forgetting, the author cites several different types of information that reside in memory. Episodic memories are composed of particular events that happen to someone personally. Semantic memories are essentially “general knowledge”. Procedural memory is our knowledge about how to do things, like ride a bike. Think about these three types of memory and how you use each on an everyday basis, listing a few examples of each taken from every day experience. In what kind of situation is each kind of memory most important? What would you still be able to do without each kind of memory? Your answers to these questions should be explained thoroughly.
    Option #2: Although our sensory systems generally do a good job informing us about what’s going on in the world, there are situations where our perception does not match reality.  Sometimes, people act on the basis of flawed perceptions, and the results aren’t always good.  For this option, write about a situation in which a perceptual error caused an interesting (i.e. sad or funny) result.  Be sure to address the following: (a) clearly describe the scenario, and the behavioral result, (b) identify relevant sensory and perceptual processes and the source of the error (c) discuss what (if anything) could have been done to correct the error, or avoid the “interesting” result. Note: This paper option should be about sensory and perceptual processing, not about opinions, beliefs, or impressions, etc. Please review the chapter on Sensation and Perception from Module 3 if you need a reminder about what Sensation and Perception refers to.
    *Compose your paper in MS Word or a compatible word processing program. Your paper should be 1 or 2 pages in length, single spaced, standard margins, 12 point font. There should be a clear introduction, body, and conclusion. The standards for writing assignments apply. Cite all outside sources clearly using your preferred format.
    Book we use is: Psychological Science; Seventh Edition: by: Elizabeth A. Phelps, Elliot T. Berkman, Michael S Gazzaniga

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    “Uncovering the Truth: The Legacy of Residential Schools in Canada”

    Issue 3 – Residential Schools: Uncovering the Truth
    “In the 19th and 20th century, the Canadian federal government’s Indian Affairs department officially encouraged the growth of the Indian residential school system as a valuable agent in a wider policy of assimilating Indigenous peoples into European-Canadian society.  A key goal of the system, which often separated children from their families and communities, has been described as cultural genocide or “killing the Indian in the child”.
    Over the course of the century in which residential schools were in operation, over 150,000 children were put through this “re-education”.  Many experienced all forms of abuse, humiliation and over 6,000 died. Click on this link to find out more.
    How this story is told, and from what perspective, is a powerful aspect of Canada’s attempts at reconciliation with Indigenous peoples.
    In 2013, videographer Danielle Sturk was commissioned by the Canada Council to produce a video portrait of Anishnabe artist, Rebecca Belmore, one of the 2013 winners of the Governor General’s Awards in Visual and Media Arts. What came out of that collaboration was the following movie, Treaty Number Three. 

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    Feasibility and Constructability Document for 100-Unit Luxury Apartment Homes in Naples, Florida “Design and Feasibility Analysis for a Luxury Apartment Complex: Maximizing Aesthetics, Functionality, and Profitability for Cherry Creek LLC”

    Overview of the  Assignment
    For this assignment, you will create a feasibility and constructability document to present to the stakeholders of the Cherry Creek LLC group. This group is a consortium of real estate investors/developers who have decided to build a project in South-Western Florida, approximately 5 miles north of Naples Florida. Cherry Creek seeks to construct apartment luxury homes across the country in prime locations adjacent to “up and coming” clean cities, with a stable and growing professional base. The group has built 9 complexes over the last 12 years. These projects are well-planned, gated rental communities with pools; clubhouses; tennis courts; tot lots, and basketball courts. The use of green belts is a required feature along with landscaping to buffer visual lines from the 2 streets that border the parcel. The city has also stipulated that there shall be a parking space for each unit, plus 20 spare spaces for visitors. Cherry Creek constructs these complexes using outside architects, outside general contractors, and outside construction management consultants.
    Your Instructor will go over the criteria and explain this assignment during week 1.
    Scope of Study
    The stakeholder association (Cherry Creek LLC) has asked you to develop a feasibility study for the construction of 100-unit luxury apartment homes in the Naples, Florida area. They request the basic building architecture to be 10 units per building.  Cherry Creek has spent 2 years getting this parcel re-zoned for a multifamily use, but to this date, has only acquired the Zoning approval and the Environmental wetlands & land use permit which is on file with the county and State.
    Land Description
       The parcel is mostly all green meadow land with natural rolling small hills and a creek in the center
       Natural stands of trees remain and are in good health, furthermore, the parcel has been “scrubbed of all exotic vegetation” and the spread of these wild plants are contained.
       A natural drainage system is/has been developed by nature over the years and 2 small lagoons are located across the property.
       The elevation of the property is 20 ft above mean sea level, which is 4 feet higher than most of Naples
       This parcel is bordered by another meadow on the north side separated by trees
       On the east and west sides of the parcel, are asphalt roads used by the neighboring subdivisions for communal travel.
       The south side is a 15-acre parcel “up for sale” but no contract yet, and has been listed for over a year.
       Preliminary topographic studies performed show that a net import of fill will be needed to balance the site after clear and grub operations are complete.
    NOTE: It is estimated that 5,000 CY of clean sand/fill will need to be brought in at $9.00/yd. in-place
       It is also estimated that 1500 CY of topsoil will need to be imported at $15.00 CY
       The preliminary soil-bearing capacity is 2200 PSF
       Hydro studies show a water table at 10 feet, with a 10 gpm well head flow rate on a 2-inch pipe.
       The top 2 feet of soil are comprised of sand and loamy sand with native vegetation
       The next 6 to 8 feet down is calcified coral known as lime rock
       Under that lies the water table
       The lagoons have the capacity to accept more water, but a retention pond may be needed.
    The Buildings
    In the solicitation, Cherry Creek has stipulated that 100 units are to be built in a 10-building configuration around/ adjacent to the 2 lagoons on the 22-acre site. Each building shall have 4 single bedrooms; 4 double bedrooms, and finally 2 three bedroom units per building. They request that the building conforms to the 2021 Florida Building Code which was amended after many hurricanes damaged Florida buildings throughout the State.
    Exterior design intent
    Requires the use of reinforced CMU block wall, or (C-I-P walls), light-gauge steel trusses are to be used on the roof ILO of wood trusses. Brick wainscoting or synthetic stone may be used as an appearance enhancer on the exterior. The roof composition is to have 3-tab, Class A fire, dimensional asphalt shingles, or to substitute, the more costly lightweight concrete barrel-shaped tile roof system. (No clay tile). Minimize the use of wood for fire and wind rating.
    Interior design intent
    Each unit will consist of a kitchen with a bar-top; dishwasher; range/oven and microwave. The unit will also have ample closet space, a utility closet, and an entry closet. The unit will have a general apartment design layout, with bedrooms and a family room. However, it will include a kitchenette for dining, a laundry room closet for “two side by side” washer dryers, and a balcony on each unit. Extra storage is provided in a weatherproof closet on the balcony. The 2 and 3 units will have fireplaces and are located on the first and second levels. Each unit has A/C and a small mechanical room with a water heater and air handler. The units are fully carpeted with tile flooring in the bathroom and stone floors in the kitchen. The countertops are Corian brand and are colored to match the units. The single bedroom has one bath, the double bedroom has 2 baths and the three-bedroom has 2 baths and a powder room. No other special design requirements have been given to the developer since the “LLC partnership” wants to see what the developer can come up with, given the requirements in the solicitation…
    Pay attention to the due dates for the specific sections – Required Deliverables (what needs to be included in your assignment): Final Project is due in week 4
    Title Page
    Table of Contents
    The purpose section in the paper describes the needs of the stakeholder.
    Introduction section describing the building area and components.
    Demand analysis giving Metro Area statistics showing occupancy rates, and lease costs per s.f.
    Building layout with site plan
    Rough order of magnitude (ROM) estimate on the total soft and hard costs (Direct and indirect) to construct the project.
    An architectural narrative including constructability analysis
    Risk Analysis
    Schedule
    Feasibility and Constructability Page Length: 9 -10 pages. Feel free to expand on this design and create a nice well planned community. No dollar value cap has been given by Cherry Creek LLC, and the developer is free to use any strategy it feels is appropriate to get the units leased up within a one-year period.