Questions
This passge below require critical analysis and breakdown Moving averages, weighted moving averages, and exponential smoothing...

This passge below require critical analysis and breakdown




Moving averages, weighted moving averages, and exponential smoothing methods are forecasting methods that are used for a time series with a horizontal pattern. These methods provide a high level of accuracy for short-range forecasts, such as a forecast for the next time period and are used to smooth out random fluctuations in the time series and have a high level of accuracy for short-range forecast. The moving Average method uses the average of most recent data values in the time series as the forecast for the next period. In moving averages, only the new observations are used; therefore, the old observations are replaced by the new averages; hence, claiming the name “moving” averages. (Anderson et al., 2016) Simple moving average is the easiest and simplest way to calculate forecasting and was used prior to the invention of computers. Moving averages typically use daily closing prices. (Banton, 2019) Weighted moving average involves selecting a different weight for each data value in the moving average. More weight is given to the most recent observations, as the observation becomes old, the relevant weight decreases. Exponential smoothing also uses a weighted average of past time series values as a forecast and is used a special case of the weighted moving averages method.
There are several measures to determine the forecast accuracy. “These measures are used to determine how well a particular forecasting method is able to reproduce the time series data that are already available. The forecast error is used to measure the forecast accuracy. The “mean absolute error, denoted MAE, is a measure of forecast accuracy that avoids the problem of positive and negative forecast errors offsetting one another...MAE is the average of the absolute value of the forecast errors.” (Anderson, et al., 2016) Mean Squared error is another measure that avoids the problem of positive and negative errors offsetting each other. This is obtained by computing the average of the squared forecast errors. (Anderson, et al., 2016) The accuracy of the forecast makes the prediction more reliable and provides stability in planning, purchasing and forecasting productions.

In: Economics

Are the following functions satisfiable? If the function is satisfiable, with a single line containing 4...

Are the following functions satisfiable?
If the function is satisfiable, with a single line containing 4 comma-separated values, each of

which is either True or False, for x, y, z, v in this order. For example, you would submit: True,False,True,False.

If the function is not satisfiable, use the laws of propositional logic to prove that the function is a contradiction.

a) xy ̄+zv
b) (x+y)(x ̄+z)(y ̄+z ̄)(x+v)
c) xx ̄+yy ̄+zz ̄+vv ̄
d) (x+y)(x+y+z)+not(x+y+z)not(x+y+z+v)

In: Advanced Math

A system of N identical, non-interacting particles are placed in a finite square well of width...

A system of N identical, non-interacting particles are placed in a finite square well of width L and depth V. The relationship between V and L are such that only 2 bound states exist. What is this relationship? Hint: What is the requirement on E for a bound state? For these two bound states, what is the expected energy of the system as a function of temperature? The result only applies when T is low enough so that the probability of populating a state with E>V is very small. In this range of temperatures, what is the constant volume c(T)? Again for constant volume, what is the change in entropy between two temperatures?

In: Physics

You are titrating 110.0 mL of 0.050 M Ca2 with 0.050 M EDTA at pH 9.00....

You are titrating 110.0 mL of 0.050 M Ca2 with 0.050 M EDTA at pH 9.00. Log Kf for the Ca2 -EDTA complex is 10.65, and the fraction of free EDTA in the Y4– form, αY4–, is 0.041 at pH 9.00. PLEASE ANSWER ALL PARTS: A, B, C, D, AND E.

(a) What is K\'f, the conditional formation constant, for Ca2 at pH 9.00?

(b) What is the equivalence volume, Ve, in milliliters?

(c) Calculate the concentration of Ca2 at V = 1/2 Ve.

(d) Calculate the concentration of Ca2 at V = Ve.

(e) Calculate the concentration of Ca2 at V = 1.1 Ve.

In: Chemistry

Exercise 18.62 Calculate E∘cell for each of the following balanced redox reactions. Part A O2(g)+2H2O(l)+4Ag(s)→4OH−(aq)+4Ag+(aq) Express your answer...

Exercise 18.62

Calculate E∘cell for each of the following balanced redox reactions.

Part A

O2(g)+2H2O(l)+4Ag(s)→4OH−(aq)+4Ag+(aq)

Express your answer using two significant figures.

E∘cell = 

  V  

Part B

Br2(l)+2I−(aq)→2Br−(aq)+I2(s)

Express your answer using two significant figures.

E∘cell = 

  V  

Part C

PbO2(s)+4H+(aq)+Sn(s)→Pb2+(aq)+2H2O(l)+Sn2+(aq)

E∘cell =      v

In: Chemistry

Horizon Inc. sells prepaid telephone cards to customers. Horizon then pays the telecommunications company, V-Mobile, for...

Horizon Inc. sells prepaid telephone cards to customers. Horizon then pays the telecommunications company, V-Mobile, for the actual use of its telephone lines related to the prepaid telephone cards. Assume that Horizon sells $6,000 of prepaid cards in January 2020. It then pays V-Mobile based on usage, which turns out to be 60% in February and 40% in March. The total payment by Horizon for V-Mobile lines over the 2 months is $4,000.

A. Prepare the journal entries necessary for January and February

B. Compute the revenue, costs and net income Horizon will report in January, February, and March

In: Accounting

in C++ Write a program to compute the current and the power dissipation in an AC...

in C++ Write a program to compute the current and the power dissipation in an AC circuit that has four resistors R1, R2, R3, and R4 in parallel. The voltage source is V. Test your solution with various voltage levels and resistor values. Execute and submit the program and the results in screen captures. Please note that the equivalent resistor is given by 1/Rtotal = 1/R1 + 1/R2 + 1/R3 + 1/R4 and the current I is given by I = V/Rtotal. The Power dissipation is given by P = V x I

B) Repeat the problem above when the resistors are connected in series.

In: Computer Science

Discuss the development of the Federal court system and show how John Marshall played a key...

Discuss the development of the Federal court system and show how John Marshall played a key role in its development and contributed to strengthening and defining  "federalism" in the United States by examining his significant rulings: Madison v. Marbury, McCulloch v. Maryland, Dartmouth College v. Woodward, and Gibbons vs. Ogen.

Discuss the democratic revolution that was to culminate during the presidency of Andrew Jackson. Also discuss his contributions to the development of the federal government and demonstrate his view of the presidency by using Jackson's attack on the Second Bank of the United States. Also discuss the sectional divisions that began to emerge in the "Age of Jackson".

In: Economics

Write a program in c++ to do the following : (1) Declare an array a of...

Write a program in c++ to do the following : (1) Declare an array a of size 10 and three pointer variables p, q, and v. (2) Write a loop to fill array a with values 10, 20, 30, 40, 50, 60, 70, 80, 90, 100 (3) write following statement: p= &a[2]; q = &a[5]; i = *q - *p; cout<<“The value of i is”<< i; i = *p - *q; cout<<“The value of i is %d”<< i; 4) assign address of a to v. 5) write a loop to print values of array a using pointer variable v

In: Computer Science

Compare the language generated by Grammar #2 to the language generated by Grammar #1. How do...

Compare the language generated by Grammar #2 to the language generated by Grammar #1. How do the two languages compare to each other? (Is one language a proper subset of the other? Does each language contain a string that the other one does not? Do both grammars generate the very same language?)

grammar #1 where S is the start symbol  

S → tV | iC | iV | i

C → tV

V → iC | iV | i


Grammar #2 where S is the start symbol

S → W

W → YW | Y

Y → CV | V

C → t

V → i

In: Computer Science