The only kind of data generated by observational research is correlations or patterns in the data that have been observed. By using correlations, one variable's value can be used to predict the value of another.
Explanation:
Accurate predictions using data correlation can be ensured by using a variety of methods. Firstly, it is important to ensure that the data is free from errors and is of high quality. This can be done by cleaning and validating the data to remove any inconsistencies and outliers. Secondly, it is important to analyze the data thoroughly and identify any patterns or trends. Furthermore, it is beneficial to use appropriate statistical tests and algorithms such as linear regression, logistic regression, and decision trees to identify the predictive relationships between the variables. Finally, it is important to evaluate the model’s performance to determine the accuracy of the predictions.
The most effective methods for ensuring accurate predictions using data correlation are:
1. Perform Exploratory Data Analysis: Exploratory data analysis is an essential step in any predictive modeling process. It involves exploring the data to identify patterns, trends, and relationships within the data. This helps to identify any potential issues or biases within the data that could affect the accuracy of predictions.
2. Use Statistical Tests: Statistical tests can be used to measure the strength of the relationship between two variables. These tests can help to identify which variables are most strongly correlated with each other and can help to determine which variables should be used in a predictive model.
3. Use Machine Learning Algorithms: Machine learning algorithms can be used to create predictive models that can identify and learn patterns in the data. These algorithms are particularly effective at identifying complex relationships between variables that may not be identified by statistical tests.
4. Validate Predictions: Predictions should always be validated to ensure that they are accurate and reliable. This can be done by comparing the predictions against known outcomes or by testing the model on a separate data set.
To know more about prediction visit here:
https://brainly.com/question/19267918
#SPJ4
The levels of mercury in two different bodies of water are rising. In one body of water the initial measure of mercury is 0. 05 parts per billion (ppb) and is rising at a rate of 0. 1 ppb each year. In the second body of water the initial measure is 0. 12 ppb and the rate of increase is 0. 06 ppb each year. Which equation can be used to find y, the year in which both bodies of water have the same amount of mercury?.
To find the year in which both bodies of water have the same amount of mercury, we can use the equation y = (0.12 - 0.05) / (0.1 - 0.06).
The equation is derived from the concept that the year when both bodies of water have the same amount of mercury occurs when the difference in their initial measures (0.12 - 0.05) is divided by the difference in their rates of increase (0.1 - 0.06).
By plugging in the given values, we have y = 0.07 / 0.04, which simplifies to y = 1.75.
Therefore, the equation y = (0.12 - 0.05) / (0.1 - 0.06) can be used to determine that in approximately 1.75 years, both bodies of water will have the same amount of mercury.
to learn more about equation: -brainly.com/question/29657983
#SPJ11
Kyilah bought 41.19 grams of chili and 19.415 grams of sugar. Did Kyilah buy more chili or sugar?
Answer:
Chili I think, I don't know for certain
Step-by-step explanation:
question 7, HELP!!!
Answer:
A
Step-by-step explanation:
Slope=(1-(-13))/(0-2))=-7. m is - 7 which is negative.
Simplify the following numerical expressions.
Choose from the numbers in parentheses
|-7| - 7 =
<
2 |-7| =
( -7 )^2 =
<
-7^2 =
>
-7 -|-7| =
(-49) (14) (-14) (0) (49)
Answer:
|-7| - 7 = 0
2 |-7| = 14
( -7 )^2 = 49
-7^2 = 49
-7 -|-7| = -14
Step-by-step explanation:
The following contingency table gives the results of a sample survey of South African male and female respondents with regard to their preferred fastfood outlet: PREFERRED FAST FOOD OUTLET Burger King McDonalds TOTAL 50 No. of Males No. of Females 20 130 100 120 TOTAL 270 150 110 140 400 0.1.1.1 What is the probablyf randomly selecting a respondent who is male and prefer Burger 01.12 What is the probably selecting a female respondent, even that the preferred fastfood out? 0.1.1.3 What is the probability of selecting a respondent who is female or who prefers McDonalds? 12) (2) Events X and Yare such that PC) = 0.20 and PCXUY) = 0.55. Given that Xand Yare independent and non-mutually taclusive, determine P(Y). Give your final answer as a percentage to two decimal places (5) 13 (2) 2.1.3.1 Helen is the manager of a Finance Department. She has fifteen (15) members of stuff working for her. She has to choose five (5) members of her staff for a research team. How many different teams can she select from the fifteen members of staff 2.1.22 There are twelve (12) teams in a basketball league. What is the probability of correctly predicting the top three teams at the end of the 3) season in the correct order?
Q1.1.1 The probability of randomly selecting a male respondent from the sample is 0.4. Q.1.1.2 The probability of randomly selecting a respondent who is female and prefers HP is 0.275. Q.1.1.3 The probability of selecting a male respondent, given that the preferred brand is Lenovo is 0.4545. Q.1.1.4 The probability of selecting a respondent who is male or who prefers HP is 0.575. Q.1.1.5 The probability of selecting a respondent who does not prefer Lenovo is 0.725.
Q.1.1.1 What is the probability of randomly selecting a male respondent from the sample?
The probability of randomly selecting a male respondent is given by the number of male respondents divided by the total number of respondents:
Probability = No. of Males / Total = 160 / 400 = 0.4
Q.1.1.2 What is the probability of randomly selecting a respondent who is female and prefers HP?
The probability of randomly selecting a respondent who is female and prefers HP is given by the number of females who prefer HP divided by the total number of respondents:
Probability = No. of Females who prefer HP / Total = 110 / 400 = 0.275
Q.1.1.3 What is the probability of selecting a male respondent, given that the preferred brand is Lenovo?
The probability of selecting a male respondent, given that the preferred brand is Lenovo, is given by the number of males who prefer Lenovo divided by the total number of respondents who prefer Lenovo:
Probability = No. of Males who prefer Lenovo / Total No. of respondents who prefer Lenovo = 50 / 110 = 0.4545
Q.1.1.4 What is the probability of selecting a respondent who is male or who prefers HP?
The probability of selecting a respondent who is male or who prefers HP is given by the sum of the probabilities of selecting a male respondent and selecting a respondent who prefers HP, minus the probability of selecting both (to avoid double counting):
Probability = (No. of Males / Total) + (No. of Females who prefer HP / Total) - (No. of Males who prefer HP / Total)
Probability = (160 / 400) + (110 / 400) - (40 / 400) = 0.4 + 0.275 - 0.1 = 0.575
Q.1.1.5 What is the probability of selecting a respondent who does not prefer Lenovo?
The probability of selecting a respondent who does not prefer Lenovo is given by the number of respondents who do not prefer Lenovo divided by the total number of respondents:
Probability = (Total - No. of respondents who prefer Lenovo) / Total
Probability = (400 - 110) / 400 = 290 / 400 = 0.725
The complete question is:
The following contingency table gives the results of a sample survey of South African male and female respondents with regard to their preferred brand of notebook:
HP Lenovo Dell Total
No. of Females 110 60 70 240
No. of Males 40 50 70 160
Total 150 110 140 400
Q.1.1.1 What is the probability of randomly selecting a male respondent from the sample?
Q.1.1.2 What is the probability of randomly selecting a respondent who is female and prefers HP?
Q.1.1.3 What is the probability of selecting a male respondent, given that the preferred brand is Lenovo?
Q.1.1.4 What is the probability of selecting a respondent who is male or who prefers HP?
Q.1.1.5 What is the probability of selecting a respondent who does not prefer Lenovo?
To know more about probability:
https://brainly.com/question/31828911
#SPJ4
-12x + 2 y = 8
-6x + y = -3
Answer:
PEMDAS
Step-by-step explanation:
USE PEMDAS
can you give me an answer i don't know how to do this
Answer:
It should be ≈ 6,6
calculated the angle <CAB and both are 90°. But that would mean BC is wrong
Tekan-Tekan Sdn. Bhd. has order for 200 Model AS-120 calculator for delivery on day 200. The calculator consists of three parts. Components 2 and 3 form subassembly 1 . Sub-assembly 1 and component 4 form the final assembly. Following are the work centers and times of each operation. Table Q3(a) shows routine file of the operation. Assuming: - Only one machine is assigned to each operation - The factory works on 8-hour shift, 5 days a week - All parts move in one lot of 200. (a) Illustrate the backward schedule based on the information given above. (12 marks) (b) Identify when component 3 must be started to meet the delivery date. (2 marks)
Component 3 must be started on day 197 to meet the delivery date of day 200.
To illustrate the backward schedule, we need to start from the delivery date (day 200) and work our way backward, taking into account the lead times and dependencies of each operation.
(a) Backward schedule:
Operation | Work Center | Time (hours) | Start Day
--------------------------------------------------------
Final Assembly | Work Center 1 | 1 | 200
Sub-assembly 1 | Work Center 2 | 2 | 199
Component 4 | Work Center 3 | 3 | 197
Component 2 | Work Center 4 | 4 | 196
Component 3 | Work Center 5 | 3 | ????
(b) To identify when component 3 must be started to meet the delivery date, we need to consider its dependencies and lead times.
From the backward schedule, we see that component 3 is required for sub-assembly 1, which is scheduled to start on day 199. The time required for sub-assembly 1 is 2 hours, which means it should be completed by the end of day 199.
Since component 3 is needed for sub-assembly 1, we can conclude that component 3 must be started at least 2 hours before the start of sub-assembly 1. Therefore, component 3 should be started on day 199 - 2 = 197 to ensure it is completed and ready for sub-assembly 1.
Hence, component 3 must be started on day 197 to meet the delivery date of day 200.
Learn more about Scheduling here:
brainly.com/question/30012511
#SPJ4
If given DEF≅GJH, find each missing measure
If given GHJ≅XYZ, find each missing measure
Given DEF ≅ GJH, find each missing measure: The missing measures in the triangles DEF and GJH can be found by examining the corresponding parts, such as the sides and angles, of both triangles.
If two triangles are congruent, then all their corresponding sides and angles are equal.In triangle DEF, using the correspondence with triangle GJH, it can be found that:\(DE = GJEF = JHFD = GHF\)or this reason, the missing measures in triangle DEF and triangle GJH are equal.Measure of DE = measure of GJ = 7 cmMeasure of EF = measure of JH = 4 cmMeasure of FD = measure of GH = 6 cmGiven GHJ ≅ XYZ, find each missing measure: In a similar way, the missing measures in the triangles GHJ and XYZ can be found. Using the correspondence with triangle XYZ, the missing measures in triangle GHJ can be found, and vice versa.The following are the corresponding parts of triangles GHJ and\(XYZ:GH = XYHJ = XZGJ = YZ\)
Angle GJH = angle YZX
Angle GHJ = angle XYZ
Angle HJG = angle XZY
Using the above correspondences, the missing measures in the triangles GHJ and XYZ can be found.The measure of GH = the measure of XY = 4 cm
The measure of HJ = the measure of XZ = 6 cm
The measure of GJ = the measure of YZ = 5 cm
The angle GJH = the angle YZX = 75 degrees
The angle GHJ = the angle XYZ = 30 degrees
The angle HJG = the angle XZY = 75 degrees.
To know more about missing measures visit:
https://brainly.com/question/29145863
#SPJ11
IM IN NEED OF HELP .!!Antonio is at Best Buy and all TV's are 30% off. He finds a 75" OLED that he
wants, the price is $1500. What is the discount amount and how much did he
pay for the TV? Write and equation
Answer:
$450. The amount Antonio bought the tv for was $450.
Step-by-step explanation:
If all the tv's are 30%, multiple 30 by the price of the tv he wants, giving you 45000. Then, divide by 100 because a percent is out of a hundred, giving you $450
Formula:
(30x1500)/100
Each month, Liz pays $35 to her phone company just to use the phone. Each text she sends costs her an additional $0.05. In March, her phone bill was $72.60. In April, her phone bill was 565.85. How many texts did she send each month? Write an equation that you could use to solve this problem, r Write the equation using the "WIRIS editor" button
Let
y ------> the total payment to the phone company monthly
x -----> the number of text
we have that
March
72.60=0.05x+35
solve for x
0.05x=72.60-35
0.05x=37.6
x=752 text
April
we have
565.85=0.05x+35
solve for x
0.05x=565.85-35
0.05x=530.85
x=10,617 text
Evaluate the expression shown below and write your answer as a fraction in simplest form. 1 - 5 ———————- 1 1 — + —- 12 8
Answer:
9/14
Step-by-step explanation:
The question is not clear enough. Here is a similar question as shown in the attachment
Given the expression
-3/2 ÷ -7/3
= -3/2 ×-3/7
= (-3*-3)/(2*7)
= 9/14
Hence the equivalent result expressed as a fraction is 9/14
Erik is performing a marble experiment in math class. His teacher places an equal number of black, red, and white marbles in a bag. Then, Erik randomly takes out a marble, records the result, and puts the marble back in the bag. Each of the first four times Erik takes out a marble, he gets a black marble. A. What is the theoretical probability of Erik picking a black marble next time
Answer:
1/3
Step-by-step explanation:
What is the measure in radians of central angle theta in the circle below?
Answer:
Θ = 5 radians
Step-by-step explanation:
arc length is calculated as
arc = circumference of circle × fraction of circle
here arc length = 15 , then
2πr × \(\frac{0}{2\pi }\) = 15 ( r is the radius )
2π × 3 × \(\frac{0}{2\pi }\) = 15 ( cancel 2π on numerator/ denominator )
3Θ = 15 ( divide both sides by 3 )
Θ = 5 radians
15 Points!
Problem is attached, will mark brainliest.
From 42 acres to 72 acres (round to the nearest percent
Answer:
42 acres to 72 acres, there is an increase of 30 acres
percentage wise
72-42=30
30/72=.4166...
therefore there is also a 41.6% increase
Step-by-step explanation:
71.42 Percentage change:×100%
Now, the change is given from 42 acres to 72 acres, therefore
Change= 72-42=30
⇒Percentage change= ×100%
= 71.42
Hello people please help
Answer:
B
Step-by-step explanation:
angle 1: 50°
angle 2: 65°
All 3 sides of a triangle must add up to 180°
We can create an equation given this information to solve for the third angle, let's call it x
50 + 65 + x = 180
115 + x = 180
-115 -115
x = 65° or B
Consider marking brainliest thanks :)
In ΔKLM, k = 1.2 cm,
�
m∠L=93° and
�
m∠M=6°. Find the length of l, to the nearest 10th of a centimeter.
The length of LM is approximately 4.8 cm to the nearest 10th of a centimeter.
How to find angle of the triangle ?
To find the angle of a triangle, you need to know the lengths of its sides or the relationship between the lengths of its sides. There are different methods for finding angles depending on the information you have about the triangle. Here are a few examples:
Law of sines: If you know the lengths of two sides of a triangle and the angle between them, you can use the law of sines to find the angle opposite the longer side. The law of sines states that the ratio of the length of a side of a triangle to the sine of the angle opposite that side is the same for all three sides. So, you can set up the equation:
sin(A) / a = sin(B) / b
where A and B are the angles opposite the sides a and b, respectively. Solve for the angle A to find the measure of the angle.
Law of cosines: If you know the lengths of all three sides of a triangle, you can use the law of cosines to find the angle opposite the longest side. The law of cosines states that:
c² = a² + b² - 2ab*cos(C)
where c is the length of the longest side (the side opposite angle C), and a and b are the lengths of the other two sides. Solve for cos(C) and then use the inverse cosine function to find the measure of angle C.
Right triangles: If you have a right triangle, you can use the properties of right triangles to find the angles. The sum of the measures of the two acute angles in a right triangle is always 90 degrees, so if you know one of the acute angles, you can find the other one by subtracting it from 90 degrees.
These are just a few methods for finding angles in a triangle. There are many other techniques depending on the specific information you have about the triangle.
To find the length of LM, we can use the law of sines which states that the ratio of the length of a side of a triangle to the sine of the angle opposite that side is the same for all three sides. That is,
a/sin(A) = b/sin(B) = c/sin(C)
where a, b, and c are the lengths of the sides of the triangle and A, B, and C are the angles opposite those sides.
In this case, we know the length of KL is 1.2 cm, and we want to find the length of LM. Let's call the length of LM x. Then, we can use the law of sines to set up the following equation:
1.2/sin(93°) = x/sin(81°)
Solving for x, we get:
x = (1.2 × sin(81°)) / sin(93°)
Using a calculator, we get:
x ≈ 4.8 cm
Therefore, the length of LM is approximately 4.8 cm to the nearest 10th of a centimeter.
To know more about Triangles visit :-
https://brainly.com/question/17335144
#SPJ1
Answer:
draw a diagram, ASA law of sines, find another angle, plug in, opposite sides go together.
≈1.2133≈1.2
On Monday, Wilbert did 20 push ups in a minute, took a 30 second rest and was able to complete a few more push-ups. He ended his Monday work out after 30 total pushups. On Friday, Wilbert did 25 push ups in a minute. He did a couple more after a 30 second break and ended his Friday with 40 push-ups. On what day did Wilbert experience a smaller percent change of push-ups?please explain!
The smaller percent change of push-ups is on Monday with 50%
Explanation:On Monday, the change in pushups is:
(30 - 20)/20 = 10/20 = 1/2
This represents (1/2) * 100 = 50 percent
On Friday, the change in pushups is:
(40 - 25)/25 = 15/25 = 3/5
This represents (3/5) * 100 = 60 percent
Monday is 50%
Friday is 60%
Therefore, the smaller percent change occured on Monday, with 50 percent
Line L passes through the points (-1, 2) and (3, 2). Which of the following lines is perpendicular to line L?
Answer:
The Answer Is
L
Take A Big Fat L
LOL
Step-by-step explanation:
Which of the following is a correct name
for this angle?
Help Resource
B
А. 2 СВА
B, ACB
C. CAB
D. BCA
Answer:
A.CBA
hope this helps you
The cost of 15 orange is Rs 75. How much price of 12 oranges
Hello.
First, find the cost of 1 orange by dividing 75 by 15:
75÷15=Rs 5
So that's the cost of 1 orange.
Now, multiply that by 12:
5×12=Rs 60
Therefore, the cost of 12 oranges is Rs 60
I hope it helps.
Have a nice day.
\(\boxed{imperturbability}\)
which statement best describes this regression (y = highway miles per gallon in 91 cars)?
A)Statistically significant but large error in the MPG predictions
B)Statistically significant and quite small MPG prediction errors
C)Not quite significant, but predictions should be very good
D)Not a significant regression at any customary level of α
Based on the given options, the statement that best describes the regression cannot be determined without additional information.
The options do not provide any details about the regression coefficients, R-squared value, or p-values, which are necessary to make a meaningful statement about the regression. It is not possible to determine the quality of the predictions or the significance of the regression based solely on the dependent variable and sample size.
Your answer: B) Statistically significant and quite small MPG prediction errors
This option best describes a regression with a strong relationship between the independent variable (e.g., car characteristics) and the dependent variable (highway miles per gallon). The statement suggests that the model is statistically significant, meaning it can reliably predict MPG, and the prediction errors are small, indicating good accuracy in the predictions.
To know more about Statement click here.
brainly.com/question/2285414
#SPJ11
At the start of the 2014 Lucy's house was worth 200,000.The value of the house increased by 3% every year. What is the value of the house in 2017.
Answer:
$182534.5
Step-by-step explanation:
Step one:
given data
In 2014 Lucy's house was worth 200,000
The value of the house increased by 3% every year
Time period = 3 years
Step two:
let us find the value after 3 years
Year one
value= 200000- 0.03*200000
value= 200000-6000
value= 194000
Year two
value= 194000- 0.03*194000
value= 194000-5820
value= 188180
Year three
value= 188180- 0.03*188180
value= 188180-5645.4
value= $182534.5
you need to add lines, segments, and angles to create your ultimate circle. you need to incorporate specific theorems. Each problem must ask for a missing measure(an arc measure, segment length or angle measure. Provide information that someone would need to solve at the top of the puzzle could include angle measures, arc measures, tangent lines, parallel ect. You must list which problem number is used for each listed theorem show all work.
Some information that someone might use to solve problems related to a circle design is the Tangent Arc theorem.
What is the tangent arc theorem?The tangent arc theorem states that if an angle is formed by two secants, one secant, one tangent, or two tangents, and also intersects in a space outside of the circle, then the value obtained will be equal to the difference of the values of the intercepted arcs divided by one and a half.
Also, note that angles outside a circle are those whose vertex or arc is pointed outwards and their sides are either secants or tangents. With this information, it will be possible to solve problems related to tangent lines and arc measures.
Learn more about the tangent arc theorem here:
https://brainly.com/question/29239907
#SPJ1
Solve the equation, show all your work: 3x - 12 = 15
Answer:
Step-by-step explanation:
Answer:
x = 9
Step-by-step explanation:
Given equation,
→ 3x - 12 = 15
Now the value of x will be,
→ 3x - 12 = 15
→ 3x = 15 + 12
→ x = 27/3
→ [ x = 9 ]
Hence, the value of x is 9.
For which of the following is the shape of the sampling distribution of the sample mean approximately normal? a random sample of size 5 from a population that is approximately normal a random sample of size 10 from a population that is strongly skewed to the right a random sample of size 60 from a population that is strongly skewed to the left.
Answer:
a random sample of size 5 from a population that is approximately normal
a random sample of size 60 from a population that is strongly skewed to the left.
Step-by-step explanation:
They are both correct
Answer:
D. Approximately Normal
6.given the density calculated for 1 cm2, what would the estimated population be for an area that is 20 cm by 40 cm in size?
The estimated population for an area can be Red is 2611.2 and Green is 1894.4 respectively.
Given the population for a 1 cm2 area, the population of a 20 cm by 40 cm area is;
Green = 1894.4 Red = 2611.2
How can you determine the population using the population density?
The following are some probable details for a population density of 1 cm2:
The number of people per 6.25 cm2 is;
Red = 20.4
Green ≈ 14.8
Therefore, the density per 1 cm2 is;
Red = 20.4/6.25 = 3.264
Green ≈ 14.8 = 2.368
Consequently, the inhabitants of a 20 by 40 cm region are;
Red = 3.264 × 20 × 40 = 2611.2
Green ≈ 14.8 = 2.368 = 1894.4
Learn more about population density here:
brainly.com/question/1581160
#SPJ4
State the equation of the graphed function.
The equation of the graphed function is given as follows:
f(x) = x³ + 2x² - 5x - 6.
How to obtain the equation of the function?
The equation of the function is obtained considering the Factor Theorem, as a product of the linear factors of the function.
From the graph, the zeros of the function are:
x = -3.x = -1.x = 2.Hence the function is:
f(x) = a(x + 3)(x + 1)(x - 2).
In which a is the leading coefficient.
Expanding the product, we have that:
f(x) = a(x² + 4x + 3)(x - 2)
f(x) = a(x³ + 2x² - 5x - 6).
When x = 0, y = -6, hence the leading coefficient a is obtained as follows:
-6a = -6
a = 1.
Hence the function is:
f(x) = x³ + 2x² - 5x - 6.
More can be learned about functions at https://brainly.com/question/24808124
#SPJ1
Which rule maps figure 1 onto figure 2
Answer:
Step-by-step explanation: