The assignment asks you to analyse the determinants of average school test scores using a dataset with
information on 500 schools in California, USA.
There are 4 different tasks you should perform:
1. Import the data into Stata and inspect it
2. Estimate a simple model of the determinants of test scores
3. Run additional specifications
4. Interpret the results
The data is provided in the "CAschools.xls" Excel file, where the first row consists of variable names.
You should write a short report as described below (no more than 2,000 words) and submit this with your dofile included as an appendix via TurnItIn to Blackboard, by 23.59 Friday 2nd December.
Part 1: Import the data into Stata and inspect it
1. At the beginning of the do-file, clearly note your name and student number.
2. Import the data from the Excel file.
3. Label the variables according to the accompanying 'CAschools Description' document.
4. Produce a table of summary statistics for the variables in the dataset.
5. Generate and export some scatter plots that will help you decide what independent variables to include
in the models you use in Part 3 below.
Part 2: Estimate a simple model of the determinants of test scores
1. Run a regression of the student teacher ratio, the share of students receiving free or reduced-price
school meals, the share of English language learners, and zip code median income on test scores.
2. Interpret the economic and statistical significance of your estimates.
3. Is the model successful in explaining the variation in test scores? Do you have reason to believe
omitted variable bias may be affecting any of your estimates?
Part 3: Run additional specifications
1. Extend the model from part 2 to include additional explanatory variables (note: run at least 4 additional
specifications).
2. Perform appropriate tests to investigate whether these new variables add explanatory power to the
model.
3. Does zip code median income have non-linear relationship with test scores?
4. Investigate whether the relationship between average teacher experience and test scores differs between
schools with above and below median shares of English language learners.
5. Save the data set, under the name 'Assignment'. Save the do-file and close the log file.
Part 4: Interpret the results
Write a report on your analysis, including your tables, graphs and interpretations from parts 1-3. Divide the
report into 3 sections corresponding to these Parts. The report should be up to 2000 words, without the
appendix. Copy your clearly commented dofile into an appendix.

Answers

Answer 1

There are 6 steps you need to follow.

How to analyze determinants of average school test score?

To analyze the determinants of average school test scores using a dataset with information on 500 schools in California, the following steps should be taken:

What are the steps to analyze?Import the data from the Excel file "CAschools.xls" into Stata, and label the variables according to the accompanying "CAschools Description" document.Produce a table of summary statistics for the variables in the dataset, and generate scatter plots to help decide which independent variables to include in the model.Estimate a simple linear regression model of the determinants of test scores, including student teacher ratio, the share of students receiving free or reduced-price school meals, the share of English language learners, and zip code median income as explanatory variables.Interpret the economic and statistical significance of the estimates, and assess whether the model is successful in explaining the variation in test scores.Extend the model to include additional explanatory variables, and perform appropriate tests to investigate whether these new variables add explanatory power to the model.Investigate whether zip code median income has a non-linear relationship with test scores, and whether the relationship between average teacher experience and test scores differs between schools with above and below median shares of English language learners.Write a report on the analysis, including tables, graphs, and interpretations from all four parts.

The do-file used to carry out this analysis should be included as an appendix to the report.

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Related Questions

Why are chatbots a great tool for strategically using marketing automation and AI?

Answers

The reason that catbots a great tool for strategically using marketing automation and AI is option A: They can mitigate friction regarding availability.

What are the automation about?

With the help of CatBots, your leads and clients may communicate easily without a physical sales representative being there. Before starting the cat, these catbots collect name and email information. Just make sure your bot has a human-like voice.

Catbots can assist in automating marketing communications and offering customers prompt and accurate responses. By integrating conversational AI catbots into your company's marketing initiatives, you may increase conversions and move clients through the sales funnel more effortlessly.

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See options below

They can mitigate friction regarding availability.

They are the primary tool for streamlining cadence and content.

They are used for journey mapping.

They can create buyer personas.

can anyone help me with this question please?​

Answers

Answer: Torque 1

Explanation:

Programming Exercise 11 in Chapter 8 explains how to add large integers using arrays. However, in that exercise, the program could add only integers of, at most, 20 digits. This chapter explains how to work with dynamic integers. Design a class named largeIntegers such that an object of this class can store an integer of any number of digits. Add operations to add, subtract, multiply, and compare integers stored in two objects. Also add constructors to properly initialize objects and functions to set, retrieve, and print the values of objects. Write a program to test your class.

Answers

In order to prevent confusion that can arise when utilizing several variables, arrays help maintain vast sets of data under a single variable name. Arranging the data components.

What is the role of large integers using arrays?

Diverse array algorithms, including bubble sort, selection sort, and insertion sort, can aid in the efficient and effective organization of various data items.

No matter how many digits the numbers have or how many numbers you are adding together, the addition process always follows the same pattern. The integers are stacked in place value order. Starting with the column on the right, add the values in the columns.

Therefore, As necessary, carry numbers into the place value that is adjacent to the left.

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TESLA developers have created a customer portal that’s being hosted on the application server. The IT assistant’s task is to ensure the portal is accessible from outside the company network, while also segregating the portal from the internal LAN. Explain how you would achieve this.

Answers

Because of bugs, anyone was able to remotely unlock doors, use the horn, and start the vehicle.

Why is it called a bug?In engineering, the term has been in use since the nineteenth century. In actuality, "bug" is short for "Bugbear" (sometimes found as Bugaboo).Its meaning is much more akin to that of the movie "Gremlin," where those who worked on engineering prototypes frequently began to suspect that the issues were caused by nefarious spooks.Because of security flaws discovered in a popular open source logging tool used by Tesla owners, a security researcher claimed he was able to remotely access dozens of Teslas all over the world.Colombo acknowledged that the bug has been repaired. Until the vulnerability could no longer be exploited, TechCrunch held onto this story.

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What term describes storing personal files on servers over the internet to provide access anywhere, anytime, and on any device?

Answers

Fairly certain that’s the cloud.
Not 100% though.

You have discovered that hackers are gaining access to your WEP wireless network. After researching, you discover
that the hackers are using war driving. You need to protect against this type of attack. What should you do?

Answers

Answer:

-Change the default Service Set Identifier (SSID).

-Disable SSID broadcast.

-Configure the network to use authenticated access only.

-Configure the WEP protocol to use a 128-bit key.

-Implement Wi-Fi Protected Access (WPA) or WPA2

Choose the line needed.

In order to use deques, you need to bring the deque methods into active memory.

You do this by entering this line at the top of your program.

Answers

Answer:

from collections import deque

Design a 4-bit ripple counter and draw the timing diagram of that counter

Answers

Answer:

Explanation:

In 4-bit ripple counter, n value is 4 so, 4 JK flip flops are used and the counter can count up to 16 pulses. Below the circuit diagram and timing diagram are given along with the truth table. 4 bit Ripple Counter using JK Flip Flop 4 bit Ripple Counter Timing Diagram 4 bit Ripple Counter Using D Flip Flop

Which of the following is the wireless technology that can connect with most mobile devices?
Select one:
O a. Touchscreen
O b. Wi-Fi
Oc. Cellular
Od. Bluetooth

Answers

C ……………………………………………………

Cellular is the wireless technology that can connect with most mobile devices. Thus, option C is correct.

What is Bluetooth?

Bluetooth is a wireless technology standard that allows electronic devices to communicate with each other over short-range radio frequencies. The technology uses a range of low-power radio waves to connect devices together without the need for cables or wires.

It was developed in the late 1990s to replace cables and wires used to connect different types of electronic devices, such as smartphones, tablets, laptops, printers, and more. Bluetooth is widely used for hands-free headsets, wireless keyboards, wireless mice, and wireless speakers.

Therefore, Cellular is the wireless technology that can connect with most mobile devices. Thus, option C is correct.

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Apply conditional formatting to the selected range F15:F44, so that if a cell within the range contains the word Discontinue, the cell text will be formatted with a Dark Red font color-in the first column, the first color under Standard Colors. Change the Fill color to No Color.

Answers

The steps would apply conditional formatting to the range:

Select the range of cells F15 : F44Then, click conditional formatting on the home tabSet the conditionPoint to the color scales, and then select the cell text color as dark red font color.

How to apply the conditional formatting?

Conditional formatting makes it simple to highlight specific values or identify specific cells. Based on a condition, this alters the appearance of a cell range.

The given parameters in the question are:

Range = F15 to F44

Condition = cell that contains "Discontinue"

Action = Color of Cell text to dark red

The conditional formatting is located on the cell tab, the first step is to select the range and locate the conditional formatting option.

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How many types of switch cases are there in total?
(Python)

Answers

Answer:

Python does not have a switch or case statement.

Instead we use;

the dictionary data type functions as cases in a switch statement

the if-else statement

the class statement

Python 3.10 and later will allow using match instead of switch

what is the fnajofnjanfaofoafnka

Answers

Answer: that is the letter f,n,a,j,o,f,n,j,an,f,a,o,f,n,k,a

Which are ether random letters or….. it’s a word scramble.

I well now organize the letters.

1F 2F 3F 4F                                                

1N 2N 3N 4N

1A 2A 3A 4A

1J 2J

1O 2O

1K

Words that can be written are

Fan four times there are other things such as names it can write such as Joan Jon or it could be abbreviations but I believe It’s just random letters you wrote to confuse the brainly community trust me you confused me lol.

Explanation:

18. Which hardware component interprets and carries out the instructions contained in the software?

Answers

Answer:

The central processing unit (CPU) of a computer is a piece of hardware that carries out the instructions of a computer program.

What is the result of successfully applying a Machine Learning (ML) algorithm to analyze data?

Answers

Answer:

ML predicts patterns based on previous experiences

Explanation:

The thought process is that the more information available to the machine gives it the ability to create a model based on historical, labelled data, to predict the value of something unknown or of unknown quantity but still based on new data.

example of this is predictive text.


Using the in databases at the , perform the queries show belowFor each querytype the answer on the first line and the command used on the second line. Use the items ordered database on the siteYou will type your SQL command in the box at the bottom of the SQLCourse2 page you have completed your query correctly, you will receive the answer your query is incorrect , you will get an error message or only see a dot ) the page. One point will be given for answer and one point for correct query command

Answers

Using the knowledge in computational language in SQL it is possible to write a code that using the in databases at the , perform the queries show belowFor each querytype.

Writting the code:

Database: employee

       Owner: SYSDBA                        

PAGE_SIZE 4096

Number of DB pages allocated = 270

Sweep interval = 20000

Forced Writes are ON

Transaction - oldest = 190

Transaction - oldest active = 191

Transaction - oldest snapshot = 191

Transaction - Next = 211

ODS = 11.2

Default Character set: NONE

Database: employee

       Owner: SYSDBA                        

PAGE_SIZE 4096

...

Default Character set: NONE

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You see these people's differences as positives and consider them
to possess traits you value.
These people's differences don't matter to you. You notice how
they are the same as you and ignore how they are different.
You're slightly uncomfortable with these people's differences. You
think they should be treated respectfully, but you'd rather not
interact with them.
You feel very uncomfortable around people with these differences.
You try to avoid them and do not want to work with them.
You strongly believe that these people are different in ways that
are not normal, and they do not belong in your workplace.

Answers

Explanation:

Get to know their views and stay with them for a while.

You may understand them.

hope this helps

What is the most efficient solution to keep personal and work emails separate, even if they are in a single email box

Answers

Separate your emails into different folders. adding filters to your email accounts is a smart idea because they will automatically sort your emails into the correct folder. Using a strategy like this will help you stay organized and make managing many email accounts much easier.

What is email ?

Email, or electronic mail, is a communication technique that sends messages via electronic devices across computer networks. The term "email" can apply to both the method of delivery and the specific messages that are sent and received.

Since Ray Tomlinson, a programmer, invented a mechanism to send messages between computers on the Advanced Research Projects Agency Network in the 1970s, email has existed in some form (ARPANET). With the introduction of email client software (like Outlook) and web browsers, which allow users to send and receive messages via web-based email clients, modern versions of email have been widely accessible to the general public.

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What toolbar do you use to make animations

Answers

toolbar used to make animation is, animator toolbar.

Suppose datagrams are limited to 1500bytes including IP header of 20 bytes. UDP header is 8 bytes. How many datagrams would be required to send an MP3 of 80000 bytes

Answers

Answer:

55

Explanation:


What happens when you add an extra line of text to SmartArt using the Text pane?

Answers

Shapes are automatically added to or removed from your SmartArt design as needed.

What is SmartArt design ?

SmartArt design is defined as a graphic depiction of your ideas and facts. Using SmartArt, you can transform plain text into something more aesthetically pleasing. It aids in highlighting crucial information or simplifies its interpretation and comprehension.

Click Add Shape After to add a box to the same level as the selected box but after it. Click Add Shape Before to add a box that is at the same level as the selected box but comes before it. Click Add Shape Above to add a box one level above the currently chosen box.

Thus, shapes are automatically added to or removed from your SmartArt design as needed.

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The Establishment Clause of the First Amendment forbids the government from passing any legislation "respecting an establishment of religion."

What is SmartArt?

This section opposes the establishment of an official religion by the government and also forbids government activities that unjustly favor one religion over another. Additionally, it forbids the government from unreasonably favoring either religion or non-religion.

Although some religiously-motivated government activity is acceptable—and perhaps inevitable it is unclear how much the Establishment Clause permits.

The Supreme Court has previously approved the use of public funds for private religious school transportation and textbooks as well as university monies for the printing and dissemination of publications produced by student religious organizations.

Therefore, Government legislation "respecting an institution of religion" is prohibited by the Establishment Clause of the First Amendment.

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Enter an IFS statement to provide the certification grade based upon score (use the<=in your formula) include the IFERROR message as a error catch

Answers

Answer:

=IFERROR(IF(score<=100,"A",IF(score<=90,"B",IF(score<=80,"C",IF(score<=70,"D",IF(score<=60,"F","Invalid"))))),"Invalid")

Which of the following describes both product packaging and magazine advertising?

a. Paragraphs
b. Subheadings
c. Large amounts of copy
d. Small amounts of copy

Answers

Both magazine advertising and product packaging are described by subheadings.

Regarding Advertisement:

We must first understand what advertising is in order to understand what an advertisement is. Advertising is defined as a method in which the public is drawn to something, usually a good or service. A item, brand, or service is advertised to an audience using an advertisement to pique their attention, encourage interaction, and increase sales. Adverts, often known as adverts or adverts, exist in a variety of formats, from copy to animated experience, and have developed into an integral part of the app store.

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Adam is capturing a long shot at night. What kind of lighting will he preferably use?

Answers

Answer:

fill light

Explanation:

when capturing a long shot at night, the subject will be in the shadows. Fill light is used to fill in the shadows and make the subject look more natural.

Q1)Find the name and nickname of all kings or queens that have a nickname that does not begin with "The".
Q2)Several times in British history, kings or queens have deposed one another, so that their reigns overlapped. Find all such pairs, listing the pairs in both orders; i.e., list both (A,B) and (B,A). However, be careful not to list pairs A and B where the only overlap is that A's reign ended in the same year that B's began, or vice-versa.

Answers

In general, a deposed king retains the title of king until the day of his death, but his heir, who will eventually succeed him as king, continues to use a title typically held by the heir to the throne.

What kings or queens have deposed one another?

Dethroning a monarch refers to removing them from office, as when Mary, Queen of Scots, was expelled from Scotland.

For example, when Peter II, the former king of Serbia, passed away, his son continued to use the title of Crown.

Therefore,  Dethroning someone can also be done in a less formal way, such as when you defeat the fastest mile runner in your school.

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This is the program for the SMPL Simulation Model. What does this program model do? Give and explain the output from the execution of the program. #include #include "smpl.h" void main(void) { real Ta = 1; real Ts = 1.2; real te = 3.5; int customer = 1; int event; int server; smpl(0, "Mystery program"); 2 server=facility("server", 1); schedule(1, 0.0, customer); while (time() < te) { cause(&event,&customer); switch(event) { case 1: printf("(1) at %f ", time()); schedule(2, 0.0, customer); schedule(1, Ta, customer); break; case 2: printf("(2) at %f ", time()); if (request(server, customer, 0) == 0) printf("(2a) at %f ", time()); schedule(3, Ts, customer); } break; case 3: printf("(3) at %f ", time()); release(server, customer); break; } } }

Answers

This application looks to be a simulation of a system with a single server and consumers approaching it. The program's output will be a sequence of messages showing when various events in the simulation occur.

The software tracks the arrival of a client (case 1), the customer being treated by the server (case 2), and the customer departing the server (case 3). (case 3). To mimic the system, the application use the SMPL library.

What is a simulation system?

The practice of experimenting with and understanding how changes to the properties of a complex system (or sub-system) affect the system as a whole is known as system simulation. Advanced simulation software predicts and illustrates the impact of proposed system modifications using mathematical methods.

Simulation is used to assess the impact of process modifications, new processes, and capital equipment investments. Engineers can use simulation to compare various solutions and designs and analyze the performance of a current system or estimate the performance of a planned system.

Simulation is utilized as a cost-effective alternative to testing hypotheses and adjustments in the actual world.

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18. Which hardware component interprets and carries out the instructions contained in the software?

Answers

The hardware component that significantly interprets and carries out the instructions contained in the software is known as the central processing unit or the processor.

Which part of the computer carries out program instruction?

The processor that is also called a CPU (central processing unit), is the electronic component that interprets and carries out the basic instructions that operate the computer. Memory consists of electronic components that store instructions waiting to be executed and data needed by those instructions.

Therefore, the central processing unit or the processor is the component of hardware that interprets and carries out the basic instructions that operate a computer.

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What are the missing parts to produce the following output?

0
1
2



num in range(

):
print (num )

Answers

Answer:

for num in range(0, 3):

   print(num)

   

or

for num in range(3):

   print(num)

both will produce the output

0

1

2

What advantages would there be to using both subsystems and logical partitions on the
same machine?

Answers

Answer:

Explanation:

Advantages of using subsystem and logical partitions on same machine

Subsystems and logical partitions on the same machine reduces the data backup function.Hence there is no need to take the backup regularly.It increases the hardware utilization.Resource availability is high and it provides security to the resources.

Write this program in JAVASCRIPTT not phyton. Write a program that prompts the user for a meal: breakfast, lunch or dinner. Then using if Statements and else statements print the user a message recommending a meal. For example if the meal was breakfast, you could say something like, "How about some avacado on toast?" Below is a picture reference of the JavaScript language I use.

Answers

Answer:

is it like this?

let meal = prompt("What meal would you like to eat?")

if (meal == "breakfast") {

   console.log("How about some avocado on toast?")

} else if (meal == "lunch") {

   console.log("How about a salad?")

} else if (meal == "dinner") {

   console.log("How about some pasta?")

} else {

   console.log("How about a snack?")

}

The JavaScript program that prompts the user for a meal choice and recommends a meal based on their input:

```javascript

// Prompt the user for a meal choice

var meal = prompt("Enter a meal choice: breakfast, lunch, or dinner");

// Recommend a meal based on the user's input

if (meal === "breakfast") {

 console.log("How about some avocado on toast?");

} else if (meal === "lunch") {

 console.log("How about a chicken salad?");

} else if (meal === "dinner") {

 console.log("How about grilled salmon with roasted vegetables?");

} else {

 console.log("Invalid meal choice. Please enter breakfast, lunch, or dinner.");

}

```

In this program, the `prompt` function is used to display a dialog box asking the user for their meal choice.

The user's input is then stored in the `meal` variable. Using a series of `if` and `else if` statements, the program checks the value of `meal` and recommends a corresponding meal based on the user's choice.

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Write a program that inputs the length of two of pieces of wood in yards and feet (as whole numbers) and prints the total.
IN PYTHON ONLY

Answers

Answer:

yards = int(input("Enter the Yards: "))

feet = int(input("Enter the Feet: "))

yards2 = int(input("Enter the Yards: "))

feet2 = int(input("Enter the Feet: "))

totalYards = yards + yards2

totalFeet = feet + feet2

if totalFeet >= 3:

   totalYards += 1

   totalFeet -= 3

   print("Yards:", totalYards, "Feet:", totalFeet)

else:

   print("Yards:", totalYards, "Feet:", totalFeet)

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