Case Study: Mortgage Approval Time Study

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MAT510074VA016-1208-001 - BUSINESS STATISTICS

Case Study: Mortgage Approval Time Study Jay Khan on Sun, Nov 29 2020, 1:27 AM

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Case Study - Mortgage Approval Time Study Final PPT.pptx

1 CASE STUDY- MORTGAGE APPROVAL TIME STUDY

Jasim Khan

2 MAT 510 – BUSINESS STATISTICS STRAYER UNIVERSITY ELIETTE BARRIOS

3 11/28/2020

4 A DESIGN OF EXPERIMENT (DEO) THE DOE THAT WILL BE PERFORMED FOR

THIS CONTEXTUALIZED STUDY IS THE ONE-FACTOR-AT-A-TIME EXPERIMENT

(DURIVAGE, 2016).

Every factor in this experiment is examined independently by changing one variable whereas

distinct factors remain fixed (Hoerl & Snee, 2012).

There are three-factors to evaluate using circumstances and logical findings in this experiment.

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Case Study - Mortgage Approval Time Study Final PPT.pptx Word Count: 1,092 Attachment ID: 3776223153

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4 FROM THE CAUSE AND EFFECT DIAGRAM, WE WILL IDENTIFY THE MAIN

DRIVERS OF THE DIFFERENT AMOUNT OF TIME NEEDED FOR THE MORTGAGE

TO BE ENDORSED.

The probable main drivers of this process are the computation of down reimbursements,

attainment of evidence of income, history of employment, financing statements, accommodation

history (Mass & Garillot, 2019).

Let's observe the effects of these different small departures from the outcome of each test. 4 THE

MAIN EXPERIMENT IS USING THE DATA FROM THE GRAPH AND OBTAINING

NORMAL LOAN APPROVAL TIME.

5 A DESIGN OF EXPERIMENT (DOE). .CONT.

6 KEY DRIVERS THE PROBABLE MAIN DRIVERS OF THIS PROCESS ARE:

The computation of down reimbursements.

Attainment of evidence of income,.

History of employment.

Financing statements.

Accommodation history.

5 A DESIGN OF EXPERIMENT (DOE) ANALYSIS

4 IT IS NOTICEABLE THAT THE COMPUTED EFFECT FACTOR FOR EVERY

EXPERIMENT (SERIES 1 TO 5) CLUSTER. Nevertheless, we have an outlier in series 2.

The outlier is brought forth when the effect factor is computed within section and experiment 2.

This means that the section has a significant impact on the amount of time needed to get a

mortgage endorsed.

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It is noticeable that lower amount, great credit score, and the Eastern areas of the U.S produces the

most appropriate combination to get the mortgage endorsed as soon as possible.

4 CREDIT SCORES DISPLAY THE RELIABILITY OF AN INDIVIDUAL TO THE

FINANCIAL INSTITUTIONS.

5 A DESIGN OF EXPERIMENT (DOE) ANALYSIS. cont.

4 CREDIT SCORES DEFINE HOW COSTLY OR EASY IT IS FOR AN INDIVIDUAL TO

GET A MORTGAGE LOAN.

LENDERS USUALLY LOOK AT THE CREDIT SCORE WHEN ESTABLISHING A

PERSON’S ABILITY TO PAY.

THE LENDERS USUALLY FAVOR INDIVIDUALS WITH GOOD OR EXCELLENT

CREDIT SCORES.

INDIVIDUALS HAVING EXCELLENT CREDIT SCORES ARE CAPABLE OF SAVING

THOUSANDS OF DOLLARS.

THE SIZE OF THE MORTGAGE IMPACTS APPROVAL TIME.

IT TAKES LESS TIME TO APPROVE MORTGAGE LOANS OF LESS THAN $500,000

SINCE FEWER AMOUNTS OFTEN RESULT IN SMALLER DOWN PAYMENTS,

THEREBY MAKING AN EXCELLENT PROXY FOR UNDERSTANDING FOR THE

OWNERS OF HOMES ON THE MORTGAGES.

IT IS NOTICEABLE THAT IT TAKES A SHORTER TIME TO ENDORSE MORTGAGE

LOANS IN THE EASTERN REGION OF THE U.S.

GRAPHICAL DISPLAY TOOL

6 THE GRAPHICAL INSTRUMENTS USED TO DISPLAY THE FINDINGS OF THE

DOE THAT IS PERFORMED IN QUESTION ONE IS A SCATTER CHART

(SELVAMUTHU & DAS, 2018).

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THE CIRCUMSTANCES AND LOGICAL RESULTS DIAGRAM CONSIDER A QUICK

VISUAL OF POTENTIAL MAIN DRIVERS OF LOAN APPROVAL TIME.

4 THE CAUSE AND EFFECT CHART CAN LIKEWISE BE ADJUSTED BY ADDING

AND ELIMINATING ROOTS CAUSE AND LABELING COMMON AND SPECIAL

VARIATION TOO.

THE SCATTER GRAPH CONSIDERS A GRAPHICAL DELINEATION OF RELATED

DATA POINT AND HOW THE POINT CONNECTS WITH EACH OTHER.

THE GRAPH SHOWS PATTERNS AND THE BEARING OF THOSE EXAMPLES,

WHICH CAN AGAIN DEMONSTRATE THE NEED TO MAKE MODIFICATIONS FOR

ENHANCEMENTS.

IN EACH OF THE FIVE EXPERIMENTS, THE DATA PLOTTED AT THE TOP

DISPLAYS A FEW OUTLINERS THAT HAVE TO BE ADDRESSED TO REDUCE THE

AMOUNT OF TIME IT LASTS TO APPROVE A MORTGAGE LOAN.

DATA SAMPLING METHOD

A LARGE SAMPLE SIZE GIVES THE RESEARCH THE OPPORTUNITY TO INCREASE

THE LEVEL OF SIGNIFICANCE OF THE FINDINGS DUE TO THE FACT THAT THE

CONFIDENCE OF THE RESULTS HAS MORE LIKELIHOOD OF INCREASING WITH

A HIGHER SAMPLE SIZE (SELVAMUTHU & DAS, 2018).

A LARGE SAMPLE SIZE RESULTS IN INCREASED ACCURACY IN MIRRORING THE

BEHAVIOR OF THE ENTIRE GROUP.

THE CIRCUMSTANCES UNDER WHICH IT WOULD HAVE BEEN SUITABLE TO

CHOOSE A LARGER SAMPLE INCLUDE THE NEED TO EASILY PINPOINT THE

OUTLIERS, THE NEED TO INCREASE THE VALIDITY AND PRECISION OF THE

RESULTS, AND THE NEED TO ELIMINATE THE MISLEADING STATISTICS IN CASE

AN OUTLIER IS PRESENT IN THE SAMPLE.

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DATA SAMPLING METHOD. CONT.

4 A SAMPLE OF FIVE MORTGAGES IS INADEQUATE IN ACCESSING THE

RELATIVE MAGNITUDES OF THE IMPACTS OF VARIABLES, AS IT IS NOT EASY TO

PINPOINT THE OUTLIERS (SELVAMUTHU & DAS, 2018).

AS A RESULT, I WOULD RECOMMEND A SAMPLE SIZE OF 30.

FROM A LARGER SAMPLE SIZE, IT IS EASY TO INCREASE THE ACCURACY OF THE

RESULTS.

ADDITIONALLY, A LARGER SAMPLE SIZE RESULTS IN A SMALLER MARGIN OR

ERRORS THEREBY INCREASING THE VALIDITY AND THE PRECISION OF THE

RESULTS.

OTHER VARIABLES TO BE STUDIED

THE ALTERNATE VARIABLE FEEDBACKS THAT MIGHT BE OF INTEREST TO

MEASURE AND STUDY ARE RECENT PAYMENT HISTORY AND THE DEBT TO

INCOME RATIO (MAAS & GARILLOT, 2019).

THESE TWO FACTORS ARE VERY ESSENTIAL MEASURES OF THE PROCESS A

PERSON WOULD HAVE TO GO THROUGH BEFORE OBTAINING THE LOAN.

TAKING A LOOK AT THE CURRENT PAYMENT HISTORY IS VITAL IN

ESTABLISHING IF AN INDIVIDUAL WILL BE ABLE TO PAY THE LOAN.

MISSED PAYMENTS MANY YEARS AGO MIGHT CONTRIBUTE TO PAST BAD

CREDIT; HOWEVER, IT MIGHT NOT BE A CONCERN.

BUT MISSED PAYMENTS FROM LAST MONTH COULD SINK THE CHANCE OF A

PERSON FOR A LOAN (MAAS & GARILLOT, 2019).

CALCULATING THE TOTAL DEBT AS A PERCENTAGE OF A PERSON’S INCOME IS

IMPORTANT IN DETERMINING HIS ABILITY TO PAY.

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IT IS GOOD TO HAVE A RATIO OF LESS THAN 36%; HOWEVER, THE DEBT TO

INCOME RATIO MAY NOT AUTOMATICALLY DISQUALIFY A PERSON FROM A

LOAN.

OVERALL RECOMMENDATION

4 ACCORDING TO THE DOE, FINANCIAL SERVICES COMPANIES CAN DECREASE

MORTGAGE APPROVAL TIMES BY ENABLING DIGITAL VERIFICATION

PROCESSES THROUGHOUT THE LOAN CYCLE.

THIS ENTAILS USING TECHNOLOGIES SUCH AS ARTIFICIAL INTELLIGENCE,

MACHINE LEARNING, API, AND MICROSERVICES AMONG OTHERS.

THE INTEGRATION OF SUCH TECHNOLOGIES INTO THE LOAN ORIGINATION

SYSTEM WILL GREATLY LOWER THE MUNDANE HUMAN WORK, MANAGE

MASSIVE TRANSACTION VOLUMES EFFORTLESSLY, AND DECREASE THE

ENTIRE LOAN PROCESSING TIME.

ONE OF THE MOST SIGNIFICANT KEY BUSINESS DRIVERS IS THE

IMPLEMENTATION OF A ONE-CLICK PRE-APPROVAL PROCESS FOR MORTGAGE

LOANS.

AUTOMATION HELPS IN CAPTURING ALL CRUCIAL DATA FOR FASTER LOAN

APPROVAL.

REFERENCES

Durivage, M. A. (2016). 4 PRACTICAL DESIGN OF EXPERIMENTS (DOE): A GUIDE

FOR OPTIMIZING DESIGNS AND PROCESSES. Milwaukee, Wisconsin: 4 ASQ

QUALITY PRESS.

HOERL, R., & SNEE, R. (2012). 4 STATISTICAL THINKING IMPROVING BUSINESS

PERFORMANCE. Hoboken: 4 JOHN WILEY AND SONS, INC.

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MAAS, G., & GARILLOT, F. (2019). 4 STREAM PROCESSING WITH APACHE SPARK:

MASTERING STRUCTURED STREAMING AND SPARK STREAMING. Beijing: O'Reilly.

4 SELVAMUTHU, D., & DAS, D. (2018). 4 INTRODUCTION TO STATISTICAL

METHODS, DESIGN OF EXPERIMENTS, AND STATISTICAL QUALITY CONTROL.

Singapore: Springer.

Citations (6/6)

Matched Text

1 Another student's paper: Author: Peter Simpson; Submitted: Sun, May 31 2020, 11:58 AM; Filename: MAT 510 Mortgage PP Case study #2 (final)pdf.pdf

2 Another student's paper: Author: Jannette Ulloa; Submitted: Sat, Jan 25 2020, 10:43 AM; Filename: Submission_Text.html

3 Another student's paper: Author: Sebina Mcalister; Submitted: Mon, Apr 13 2020, 10:44 PM; Filename: BUSINESS(1).docx

4 Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

5 Another student's paper: Author: Shameka Felder; Submitted: Mon, Aug 27 2018, 11:42 PM; Filename: case study 2.docx

6 Another student's paper: Author: aida elhamdouni; Submitted: Sat, Jun 06 2020, 3:11 PM; Filename: Elhamdouni_Aida_Case Study 2.docx.pptx

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Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

CASE STUDY- MORTGAGE APPROVAL TIME STUDY

Source - Another student's paper: Author: Peter Simpson; Submitted: Sun, May 31 2020, 11:58 AM; Filename: MAT 510 Mortgage PP Case study #2 (final)pdf.pdf

Case Study #2 Mortgage Approval Time

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MAT 510 – BUSINESS STATISTICS STRAYER UNIVERSITY ELIETTE BARRIOS

Source - Another student's paper: Author: Jannette Ulloa; Submitted: Sat, Jan 25 2020, 10:43 AM; Filename: Submission_Text.html

MAT 510 Business Statistics Strayer University

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11/28/2020

Source - Another student's paper: Author: Sebina Mcalister; Submitted: Mon, Apr 13 2020, 10:44 PM; Filename: BUSINESS(1).docx

April 11, 2020

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A DESIGN OF EXPERIMENT (DEO) THE DOE THAT WILL BE PERFORMED FOR THIS CONTEXTUALIZED STUDY IS THE ONE-FACTOR-AT-A-TIME EXPERIMENT (DURIVAGE, 2016)

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

A Design of Experiment (DOE) The design of experiment (DOE) that will be carried out for this contextual investigation is the one-factor-at-a-time (OFAAT) experimentation (Durivage, 2016)

Suspected Entry: 68% match

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FROM THE CAUSE AND EFFECT DIAGRAM, WE WILL IDENTIFY THE MAIN DRIVERS OF THE DIFFERENT AMOUNT OF TIME NEEDED FOR THE MORTGAGE TO BE ENDORSED

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The cause and effect diagram will help recognize the main drivers of the varying amount of time taken for the mortgage to be approved

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THE MAIN EXPERIMENT IS USING THE DATA FROM THE GRAPH AND OBTAINING NORMAL LOAN APPROVAL TIME

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The main experimentation is simply utilizing the information from the graph and getting normal loan approval time

Suspected Entry: 67% match

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Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

IT IS NOTICEABLE THAT THE COMPUTED EFFECT FACTOR FOR EVERY EXPERIMENT (SERIES 1 TO 5) CLUSTER

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

It is evident that the calculated effect factor for all experiments (series 1-5) cluster

Suspected Entry: 71% match

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CREDIT SCORES DISPLAY THE RELIABILITY OF AN INDIVIDUAL TO THE FINANCIAL INSTITUTIONS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Credit scores show the reliability of a person to the financial institutions

Suspected Entry: 72% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

CREDIT SCORES DEFINE HOW COSTLY OR EASY IT IS FOR AN INDIVIDUAL TO GET A MORTGAGE LOAN

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Credit score defines how costly or easy it is for a person to get a mortgage loan

Suspected Entry: 88% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

LENDERS USUALLY LOOK AT THE CREDIT SCORE WHEN ESTABLISHING A PERSON’S ABILITY TO PAY

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Lenders usually look at the credit score when determining a person’s ability to pay

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THE LENDERS USUALLY FAVOR INDIVIDUALS WITH GOOD OR EXCELLENT CREDIT SCORES

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

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The lenders usually favor individuals with good or excellent credit scores

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INDIVIDUALS HAVING EXCELLENT CREDIT SCORES ARE CAPABLE OF SAVING THOUSANDS OF DOLLARS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Individuals having excellent credit scores are capable of saving thousands of dollars

Suspected Entry: 77% match

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THE SIZE OF THE MORTGAGE IMPACTS APPROVAL TIME

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The size of the mortgage affects the approval time

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IT TAKES LESS TIME TO APPROVE MORTGAGE LOANS OF LESS THAN $500,000 SINCE FEWER AMOUNTS OFTEN RESULT IN SMALLER DOWN PAYMENTS, THEREBY MAKING AN EXCELLENT PROXY FOR UNDERSTANDING FOR THE OWNERS OF HOMES ON THE MORTGAGES

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

It takes less time to approve mortgage loans of less than $500,000 because fewer amounts often result in smaller down payments, thereby making an excellent proxy for understanding for the owners of homes on the mortgages

Suspected Entry: 73% match

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IT IS NOTICEABLE THAT IT TAKES A SHORTER TIME TO ENDORSE MORTGAGE LOANS IN THE EASTERN REGION OF THE U.S

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

It is evident that it takes a shorter time to approve mortgage loans in the Eastern region of the United States

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THE CAUSE AND EFFECT CHART CAN LIKEWISE BE ADJUSTED BY ADDING AND ELIMINATING ROOTS CAUSE AND LABELING COMMON AND SPECIAL VARIATION TOO

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The cause and effect chart can likewise be adjusted by adding and eliminating roots cause and labeling common and special variation too

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THE SCATTER GRAPH CONSIDERS A GRAPHICAL DELINEATION OF RELATED DATA POINT AND HOW THE POINT CONNECTS WITH EACH OTHER

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The scatter graph take into consideration a graphical delineation of related data point and how the point connects with each other

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THE GRAPH SHOWS PATTERNS AND THE BEARING OF THOSE EXAMPLES, WHICH CAN AGAIN DEMONSTRATE THE NEED TO MAKE MODIFICATIONS FOR ENHANCEMENTS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The graph shows patterns and the bearing of those examples, which can again demonstrate the need to make modifications for enhancements

Suspected Entry: 82% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

IN EACH OF THE FIVE EXPERIMENTS, THE DATA PLOTTED AT THE TOP DISPLAYS A FEW OUTLINERS THAT HAVE TO BE ADDRESSED TO REDUCE THE AMOUNT OF TIME IT LASTS TO APPROVE A MORTGAGE LOAN

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

In all of the five experiments, the above-plotted data shows a few outliners that have to be addressed to reduce the amount of time it takes to approve a mortgage loan

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DATA SAMPLING METHOD

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Data Sampling Method

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A LARGE SAMPLE SIZE GIVES THE RESEARCH THE OPPORTUNITY TO INCREASE THE LEVEL OF SIGNIFICANCE OF THE FINDINGS DUE TO THE FACT THAT THE CONFIDENCE OF THE RESULTS HAS MORE LIKELIHOOD OF INCREASING WITH A HIGHER SAMPLE SIZE (SELVAMUTHU & DAS, 2018)

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

A large sample size gives the research the opportunity to increase the level of significance of the findings due to the fact that the confidence of the results has more likelihood of increasing with higher sample size (Selvamuthu & Das, 2018)

Suspected Entry: 100% match

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A LARGE SAMPLE SIZE RESULTS IN INCREASED ACCURACY IN MIRRORING THE BEHAVIOR OF THE ENTIRE GROUP

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

A large sample size results in increased accuracy in mirroring the behavior of the entire group

Suspected Entry: 93% match

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THE CIRCUMSTANCES UNDER WHICH IT WOULD HAVE BEEN SUITABLE TO CHOOSE A LARGER SAMPLE INCLUDE THE NEED TO EASILY PINPOINT THE OUTLIERS, THE NEED TO INCREASE THE VALIDITY AND PRECISION OF THE RESULTS, AND THE NEED TO ELIMINATE THE MISLEADING STATISTICS IN CASE AN OUTLIER IS PRESENT IN THE SAMPLE

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The circumstances under which it would have been appropriate to select a larger sample include the need to easily pinpoint the outliers, the need to increase the validity and precision of the results, and the need to eliminate the misleading statistics in case an outlier is present in the sample

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DATA SAMPLING METHOD

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Data Sampling Method

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A SAMPLE OF FIVE MORTGAGES IS INADEQUATE IN ACCESSING THE RELATIVE MAGNITUDES OF THE IMPACTS OF VARIABLES, AS IT IS NOT EASY TO PINPOINT THE OUTLIERS (SELVAMUTHU & DAS, 2018)

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

A sample of five mortgages is inadequate in accessing the relative magnitudes of the effects of variables, as it is not easy to pinpoint the outliers (Selvamuthu & Das, 2018)

Suspected Entry: 100% match

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AS A RESULT, I WOULD RECOMMEND A SAMPLE SIZE OF 30

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

As a result, I would recommend a sample size of 30

Suspected Entry: 100% match

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FROM A LARGER SAMPLE SIZE, IT IS EASY TO INCREASE THE ACCURACY OF THE RESULTS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

From a larger sample size, it is easy to increase the accuracy of the results

Suspected Entry: 99% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

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ADDITIONALLY, A LARGER SAMPLE SIZE RESULTS IN A SMALLER MARGIN OR ERRORS THEREBY INCREASING THE VALIDITY AND THE PRECISION OF THE RESULTS

Additionally, a larger sample size results in smaller margin or errors thereby increasing the validity and the precision of the results

Suspected Entry: 100% match

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OTHER VARIABLES TO BE STUDIED

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Other Variables to Be Studied

Suspected Entry: 89% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

THE ALTERNATE VARIABLE FEEDBACKS THAT MIGHT BE OF INTEREST TO MEASURE AND STUDY ARE RECENT PAYMENT HISTORY AND THE DEBT TO INCOME RATIO (MAAS & GARILLOT, 2019)

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The other variable responses that might be of interest to measure and study are recent payment history and the debt to income ratio (Maas & Garillot, 2019)

Suspected Entry: 93% match

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THESE TWO FACTORS ARE VERY ESSENTIAL MEASURES OF THE PROCESS A PERSON WOULD HAVE TO GO THROUGH BEFORE OBTAINING THE LOAN

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

These two factors are very important measures of the process a person would have to go through before obtaining the loan

Suspected Entry: 62% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

TAKING A LOOK AT THE CURRENT PAYMENT HISTORY IS VITAL IN ESTABLISHING IF AN INDIVIDUAL WILL BE ABLE TO PAY THE LOAN

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Looking at the recent payment history is crucial in determining if a person will be able to pay the loan

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Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

MISSED PAYMENTS MANY YEARS AGO MIGHT CONTRIBUTE TO PAST BAD CREDIT

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The missed payments many years ago might contribute to past bad credit

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

HOWEVER, IT MIGHT NOT BE A CONCERN

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

however, it might not be a concern

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

BUT MISSED PAYMENTS FROM LAST MONTH COULD SINK THE CHANCE OF A PERSON FOR A LOAN (MAAS & GARILLOT, 2019)

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

But missed payments from last month could sink the chance of a person for a loan (Maas & Garillot, 2019)

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

CALCULATING THE TOTAL DEBT AS A PERCENTAGE OF A PERSON’S INCOME IS IMPORTANT IN DETERMINING HIS ABILITY TO PAY

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Calculating the total debt as a percentage of a person’s income is important in determining his ability to pay

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

IT IS GOOD TO HAVE A RATIO OF LESS THAN 36%

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

12/3/2020 SafeAssign Originality Report

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It is good to have a ratio of less than 36%

Suspected Entry: 99% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

HOWEVER, THE DEBT TO INCOME RATIO MAY NOT AUTOMATICALLY DISQUALIFY A PERSON FROM A LOAN

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

however, debt to income ratio may not automatically disqualify a person from a loan

Suspected Entry: 81% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

ACCORDING TO THE DOE, FINANCIAL SERVICES COMPANIES CAN DECREASE MORTGAGE APPROVAL TIMES BY ENABLING DIGITAL VERIFICATION PROCESSES THROUGHOUT THE LOAN CYCLE

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Based on the BOE, financial services companies can reduce mortgage approval times by enabling digital verification processes throughout the loan cycle

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

THIS ENTAILS USING TECHNOLOGIES SUCH AS ARTIFICIAL INTELLIGENCE, MACHINE LEARNING, API, AND MICROSERVICES AMONG OTHERS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

This entails using technologies such as Artificial Intelligence, Machine Learning, API, and Microservices among others

Suspected Entry: 92% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

THE INTEGRATION OF SUCH TECHNOLOGIES INTO THE LOAN ORIGINATION SYSTEM WILL GREATLY LOWER THE MUNDANE HUMAN WORK, MANAGE MASSIVE TRANSACTION VOLUMES

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

The integration of such technologies into the loan origination system will greatly lower the mundane human work, manage massive transaction volumes effortlessly, and reduce the overall loan processing time

12/3/2020 SafeAssign Originality Report

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EFFORTLESSLY, AND DECREASE THE ENTIRE LOAN PROCESSING TIME

Suspected Entry: 93% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

ONE OF THE MOST SIGNIFICANT KEY BUSINESS DRIVERS IS THE IMPLEMENTATION OF A ONE- CLICK PRE-APPROVAL PROCESS FOR MORTGAGE LOANS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

One of the most important key business drivers is the implementation of one-click pre-approval process for mortgage loans

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

AUTOMATION HELPS IN CAPTURING ALL CRUCIAL DATA FOR FASTER LOAN APPROVAL

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Automation helps in capturing all crucial data for faster loan approval

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

PRACTICAL DESIGN OF EXPERIMENTS (DOE)

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Practical design of experiments (DOE)

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

A GUIDE FOR OPTIMIZING DESIGNS AND PROCESSES

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

A guide for optimizing designs and processes

Suspected Entry: 100% match

12/3/2020 SafeAssign Originality Report

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Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

ASQ QUALITY PRESS

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

ASQ Quality Press

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

HOERL, R., & SNEE, R

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Hoerl, R., & Snee, R

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

STATISTICAL THINKING IMPROVING BUSINESS PERFORMANCE

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Statistical Thinking Improving Business Performance

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

JOHN WILEY AND SONS, INC

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

John Wiley and Sons, Inc

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

MAAS, G., & GARILLOT, F

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Maas, G., & Garillot, F

Suspected Entry: 100% match

12/3/2020 SafeAssign Originality Report

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Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

STREAM PROCESSING WITH APACHE SPARK

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Stream processing with Apache Spark

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

MASTERING STRUCTURED STREAMING AND SPARK STREAMING

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Mastering structured streaming and Spark streaming

Suspected Entry: 99% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

SELVAMUTHU, D., & DAS, D

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Selvamuthu, D., & Das, D

Suspected Entry: 100% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

INTRODUCTION TO STATISTICAL METHODS, DESIGN OF EXPERIMENTS, AND STATISTICAL QUALITY CONTROL

Source - Another student's paper: Author: Alexis Rabb; Submitted: Mon, Jun 01 2020, 9:00 AM; Filename: Mortgage Approval Time Study.pptx

Introduction to statistical methods, design of experiments and statistical quality control

Suspected Entry: 95% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

A DESIGN OF EXPERIMENT (DOE)

Source - Another student's paper: Author: Shameka Felder; Submitted: Mon, Aug 27 2018, 11:42 PM; Filename: case study 2.docx

Design of experiment (DOE)

12/3/2020 SafeAssign Originality Report

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Suspected Entry: 82% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

A DESIGN OF EXPERIMENT (DOE) ANALYSIS

Source - Another student's paper: Author: Shameka Felder; Submitted: Mon, Aug 27 2018, 11:42 PM; Filename: case study 2.docx

Design of experiment (DOE)

Suspected Entry: 82% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

A DESIGN OF EXPERIMENT (DOE) ANALYSIS

Source - Another student's paper: Author: Shameka Felder; Submitted: Mon, Aug 27 2018, 11:42 PM; Filename: case study 2.docx

Design of experiment (DOE)

Suspected Entry: 66% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

KEY DRIVERS THE PROBABLE MAIN DRIVERS OF THIS PROCESS ARE

Source - Another student's paper: Author: aida elhamdouni; Submitted: Sat, Jun 06 2020, 3:11 PM; Filename: Elhamdouni_Aida_Case Study 2.docx.pptx

What are the key drivers of this process

Suspected Entry: 76% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

THE GRAPHICAL INSTRUMENTS USED TO DISPLAY THE FINDINGS OF THE DOE THAT IS PERFORMED IN QUESTION ONE IS A SCATTER CHART (SELVAMUTHU & DAS, 2018)

Source - Another student's paper: Author: aida elhamdouni; Submitted: Sat, Jun 06 2020, 3:11 PM; Filename: Elhamdouni_Aida_Case Study 2.docx.pptx

The graphical instruments used to present the results of the DIOE that is conducted in question one is a scatter chart (Selvamuthu & Das, 2018)

Suspected Entry: 88% match

Uploaded - Case Study - Mortgage Approval Time Study Final PPT.pptx

THE CIRCUMSTANCES AND LOGICAL RESULTS DIAGRAM CONSIDER A QUICK VISUAL OF

Source - Another student's paper: Author: aida elhamdouni; Submitted: Sat, Jun 06 2020, 3:11 PM; Filename: Elhamdouni_Aida_Case Study 2.docx.pptx

The circumstances and logical results diagram take into consideration a quick visual of potential main drivers of

12/3/2020 SafeAssign Originality Report

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POTENTIAL MAIN DRIVERS OF LOAN APPROVAL TIME

loan approval time