REAL LIFE USES AND APPLICATIONS REGRESSION ANALYSIS HAS VERY
HIGH IMPORTANCE IN VARIOUS DISCIPLINES SUCH AS BUSINESS, ECONOMIC, ENGINEERING
AND BIOLOGICAL SCIENCES FOR PREDICTED VARIOUS OUTCOMES AS A RESULT OF VARIOUS
OF BUSINESS THERE ARE TWO PRIMARY USES FOR REGRESSION WHICH ARE STATED BELOW,
PREDICTED THE FUTURE TO PREDICT A CERTAIN EVENT THAT IS YET TO OCCUR FOR
EXAMPLE THE DEMAND OF A CERTAIN PRODUCT IN THE NEAR FUTURE OR THE ESTIMATED
SALES EXAMINE THE RELATIONSHIP BETWEEN TWO OR MORE VARIABLE, THE DEPENDENT
(PREDICTOR) AND THE INDEPENDENT (RESPONSE) VARIABLE, AND THEN STUDIED WHY THIS
METHOD IS WIDELY USED FOR PREDICTING OR ESTIMATING THE OUTCOMES IN VARIOUS
FIELDS.
PLUS, WE HAVE ALSO WENT THROUGH STEP BY STEP METHOD TO USING THIS
METHOD TO FURCATE THE FUTURE DEMAND OF THE PRODUCT AND LASTLY WE HAVE DISCUSSED
SOME OF ITS MANY APPLICATIONS AND BENEFITS THAT ARE BEING USED IN WIDE NUMBER
OF FIELDS. FINALLY, WE CAN CONCLUDE THAT REGRESSION ANALYSIS IS SO FAR
CONSIDERED THE BEST TECHNIQUE FOR PREDICTING THE OUTCOME OF VARIOUS MODELS AND
18 TODAYS MANAGERS BELIEVES IT TO BE AN INDISPENSABLE TOOL.
REFERENCES
HTTP://WWW.PURCHASES MARTER.COM/ARTICLES/119 HTTP://BLOGSPOT.COM/201482REGRESSION-METHOD-0DEMAND-FORECASTING.HML
REGRESSION-ANALYSIS-BUSINESS-77200.HTML HTTP://BIOLOGY.QUEENSU.CR/
ACADEMICS/UNDERGRADUATE/RESOURCES-FOR-COURSES/ANALYZING-DATA/CORRELATION-AND-REGRESSION/EACH
YEAR WE HAVE THAT THE PRICES OF THE GOODS AND SERVICES GET HIGHER. THE PRICE OF
PETROL IN 2008 WAS AROUND RS80 IN 2013, AFTER AROUND 5YEARS, THE PRICE HAD
RISEN TO RS105. THIS ANNUAL (OR MONTHLY DEPENDING ON HOW WE MEASURE IT)
INCREASE IS KNOWN AS INFLATION TO UNDERSTAND THE EFFECTS OF INFLATION ON
CONSUMER, WE MUST FIRST GET INTO WHAT INFLATION REALLY IS.
INFLATION IS THE
SUSTAINED INCREASE IN THE PRICES OF GOODS AND SERVICES IN AN ECONOMY OVER A
PERIOD OF TIME. IF COULD BE AN INCREMENT MEASURED MONTHLY OR YEARLY. IT USUALLY
HAS A VERY REVERSE EFFECT ON THE ECONOMY OF A PERSON AND A COUNTRY.
THERE ARE 5 TYPES OF INFLATION, HYPERINFLATION,
ASSET INFLATION, CREEPING INFLATION, WARNING INFLATION AND GALLOPING INFLATION.
HYPERINFLATION IS THE WORST TYPE. IT’S WHEN PRICES RISE MORE THAN 50% A MONTH.
IT’S VERY RARE BUT IT HAS HAPPENED. SINCE MOST OF THE ECONOMIES ARE NOT FULLY
BACKED BY EITHER GOLD OR SILVER, THE ECONOMIES ARE THEN RUN ON FLAT MONEY,
WHICH MAKES IT EASIER TO MANIPULATE INFLATION DUE TO SEVERAL REASONS MOTIVATED
EITHER POLITICALLY OR ELSE. ONE SUCH EXAMPLE IN HISTORY COULD BE IN THE FORM OF
INDONESIA OR GERMANY. IN 1928S, GERMANY WAS STRUCK BY HYPERINFLATION.
SINCE
GERMANY HAD LOST THE WORLD WAR 1, THE VICTORIOUS NATIONS ASKED IT FOR
COMPENSATION OF THE LOSSES THEY FACED DURING THE WAR AT THE HANDS OF THE
GERMAN. THE GERMS COULDN’T PAY THEM BACK IN GERMAN CURRENCY BECAUSE OF ITS
SUSPECT DUE TO PREVIOUS MASS BORROWING SO THE GERMANS MASS PRINTED THE THEIR
PAPER NOTES WHICH LED TO A DEVALUATION OF THEIR CURRENCY WHICH IN TURN LED TO
HYPERINFLATION IN THEIR COUNTRY. ASSET INFLATION IS THE MILDEST AND OCCURS VERY
OFTEN.
ONE SUCH EXAMPLE COULD BE THAT THE PRICES OF VEGETABLES AND FRUITS SO UP
EVERY YEAR. THIS IS DUE TO THE ANTICIPATION OF RISING DEMAND. CREEPING
INFLATION IS WHEN PRICES RISE BY A FIXED AMOUNT ANNUALLY. IT’S SOMEWHAT COMMON.
HOWEVER, THE LAST TIME IT OCCURRED WAS IN 2007.
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