The document provides an overview of an upcoming advanced budgeting and forecasting training session covering topics like time series analysis, seasonality and trend analysis, regression analysis, and combining forecasting methods. The objectives are listed as analyzing time series for accurate forecasting, examining seasonality and trends, using regression analysis for predictive modeling, and combining methods for robust predictions. An example is provided on using time series analysis to predict future sales for a company selling winter coats and manufacturing ice cream.
The Woodlands Home Sales Report - July 2016Ken Brand
The document provides real estate data for The Woodlands, Texas for July 2016. It includes information on listing inventory levels by price range, showing months of supply. A balanced market is indicated as 6 months of supply. The data shows the market favors buyers in the $400,001-$500,000 and above price ranges, with over 6 months of supply, while the $200,000-$300,000 range favors sellers with under 6 months of supply. The conclusion is buyers should act quickly in seller's market price ranges and use a negotiator in buyer's market ranges to get the best deal.
“It is clear that many GTA households remain upbeat about home ownership because owning a home represents a high quality, long-term investment. We will see a big, new record this year for home sales reported through TREB’s MLS® System,” said Mr. McLean.
This is great news for everyone indeed. A healthy market is beneficial for the greater economy and to every single client we deal with.
"We are on track for record home sales reported through TREB's MLS® System this year. Barring a drastic shift in the economy over the next three months, total transactions reported by TREB Members in 2015 are expected to be at or near the 100,000 mark. This is a testament to the importance that GTA households put on home ownership as a long-term investment," said Mr. McLean.
- Home sales in the Greater Toronto Area set a new record for the month of May 2016 with 12,870 sales, a 10.6% increase over May 2015. However, new listings declined 6.4% over the same period.
- The shortage of listings has resulted in strong upward pressure on home prices. The average home price rose 15.7% year-over-year to $751,908 in May 2016. Price growth was strongest for low-rise home types like detached houses, semis and towns due to high competition between buyers.
- Tight market conditions have also pushed up condominium apartment prices faster than the rate of inflation. The MLS Home Price Index rose 15% year-over
“Whether we’re talking about existing homeowners or people looking to purchase for the first time, there is no shortage of buyers in the marketplace today. So, while the record number of home sales through the first five months of 2016 is not necessarily
surprising, it does sometimes mask the larger story in the GTA: the shortage of listings, which has resulted in strong upward pressure on home prices,” said Mr. McLean.
The Woodlands Home Sales Report - July 2016Ken Brand
The document provides real estate data for The Woodlands, Texas for July 2016. It includes information on listing inventory levels by price range, showing months of supply. A balanced market is indicated as 6 months of supply. The data shows the market favors buyers in the $400,001-$500,000 and above price ranges, with over 6 months of supply, while the $200,000-$300,000 range favors sellers with under 6 months of supply. The conclusion is buyers should act quickly in seller's market price ranges and use a negotiator in buyer's market ranges to get the best deal.
“It is clear that many GTA households remain upbeat about home ownership because owning a home represents a high quality, long-term investment. We will see a big, new record this year for home sales reported through TREB’s MLS® System,” said Mr. McLean.
This is great news for everyone indeed. A healthy market is beneficial for the greater economy and to every single client we deal with.
"We are on track for record home sales reported through TREB's MLS® System this year. Barring a drastic shift in the economy over the next three months, total transactions reported by TREB Members in 2015 are expected to be at or near the 100,000 mark. This is a testament to the importance that GTA households put on home ownership as a long-term investment," said Mr. McLean.
- Home sales in the Greater Toronto Area set a new record for the month of May 2016 with 12,870 sales, a 10.6% increase over May 2015. However, new listings declined 6.4% over the same period.
- The shortage of listings has resulted in strong upward pressure on home prices. The average home price rose 15.7% year-over-year to $751,908 in May 2016. Price growth was strongest for low-rise home types like detached houses, semis and towns due to high competition between buyers.
- Tight market conditions have also pushed up condominium apartment prices faster than the rate of inflation. The MLS Home Price Index rose 15% year-over
“Whether we’re talking about existing homeowners or people looking to purchase for the first time, there is no shortage of buyers in the marketplace today. So, while the record number of home sales through the first five months of 2016 is not necessarily
surprising, it does sometimes mask the larger story in the GTA: the shortage of listings, which has resulted in strong upward pressure on home prices,” said Mr. McLean.
Toronto Real Estate Board's MARKET WATCH - JANUARY 2017Shawn Venasse
The Toronto Real Estate Board's monthly statistical analysis of all real estate transactions within the Toronto and area issued at the first of each month for the preceding month.
The Woodlands Homes Sales Report March 2016bowmandg
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory levels, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. The final page summarizes the current months of inventory for homes listed for sale in different price ranges, indicating whether the market is a buyer's or seller's market for each segment. Inventory under six months represents a seller's market while over six months indicates a buyer's market. The lower the price, the tighter the inventory and more of a seller's market.
The woodlands homes sales report march 2016 (1)Cheri Young
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory levels, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. The final page summarizes the current months of inventory for homes listed for sale in different price ranges, indicating whether the market is a buyer's or seller's market for each segment. Inventory under six months represents a seller's market while over six months indicates a buyer's market. The lower the price, the tighter the inventory and more of a seller's market.
The woodlands homes sales report march 2016Deb Stirling
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. It also analyzes the current months supply of for-sale homes to determine if the market is a buyer's market (over 6 months supply) or seller's market (under 6 months supply), finding the lower priced homes under $300,000 to be a seller's market while higher priced homes over $500,000 are a buyer's market.
The Woodlands Home Sales Report - March 2016Ken Brand
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. It also analyzes the current months supply of for-sale homes to determine if the market is a seller's market (under 6 months supply) or buyer's market (over 6 months supply) based on price range. The supply is under 6 months for homes priced under $400,000, indicating a seller's market, while higher-priced homes have over 6 months of supply.
Market Report for August 2017 - Residential ResaleMichelle Makos
Home sales in the Greater Toronto Area were down 34.8% in August 2017 compared to the previous year. The average home price increased 3% to $732,292, driven by price increases in townhouses, semi-detached homes, and condominium apartments. While sales were down, new listings also declined, leaving the supply-demand balance relatively stable compared to the previous year.
Last week our Indian Equity market opened on a gap down not on Monday backed by most of the exit polls results indicating possible defeat of BJP in key states. It remained in pressure till 1st session of the Tuesday where after state assembly results came out in favor of congress. Which lifted the sentiments of the market and it recovered from lower levels and it remained
The document is the Toronto Real Estate Board's January 2016 Market Watch report. It summarizes residential real estate sales activity in the Greater Toronto Area in January 2016. Some key points:
- Residential transactions in January 2016 increased 8.2% compared to January 2015, with 4,672 transactions reported.
- The average home price increased 14.1% year-over-year to $631,092, while the MLS Home Price Index rose 11.2%. Price growth was stronger for detached homes, semis and towns.
- Market conditions were tighter compared to a year ago, with higher sales amid fewer new listings and active listings.
Dr. Dermot Hayes - International Marketing UpdateJohn Blue
International Marketing Update - Dr. Dermot Hayes, Iowa State University, From the 2018 World Pork Expo, June 6 - 8, 2018, Des Moines, IA, USA.
More presentations at http://www.swinecast.com/2018-world-pork-expo
The real estate market report summarizes data on the single family home market in Lafayette, Louisiana in September 2014. There were 970 homes listed for sale with a median list price of $219,900. An additional 494 homes had pending contracts. In the last 6 months, 2990 homes sold with a median sale price of $191,600, while 839 listings were taken off the market without selling. The $150,000-$200,000 price range had the most homes both listed for sale and sold over the past 6 months. The report provides various metrics to analyze the current state of the real estate market.
Market Indicators - General Overview - February 2015MLSListings Inc
The document provides market snapshot data comparing real estate metrics in February 2015 to prior periods. It shows changes in inventory, closed sales, median/average prices, total dollar volume, and other figures for single-family homes and condos/townhomes across several counties in February 2015 versus February 2014 and January 2015. Line graphs depict trends over time for inventory levels, closed sales, and new listings in the counties dating back to 2003.
The document provides real estate statistics for Calgary and surrounding areas for February 2016. It includes sales data for detached homes, semi-detached homes, row homes, and apartment homes in the city of Calgary as well as detached home sales data for rural areas. The statistics show a 6.63% drop in total housing sales for Calgary in February 2016 compared to the previous year. Prices declined for the fifth consecutive month due to slow sales and high inventory levels.
The document provides information on tax rates for the 2016/17 tax year in the UK, including:
1) Land and Buildings Transaction Tax rates in Scotland ranging from 0-12% depending on the value of residential and non-residential property transfers.
2) Stamp Duty Land Tax rates in the rest of the UK on the transfer of residential and non-residential property, ranging from 0-12% depending on the value of the property transfer.
3) Capital Gains Tax rates of 18% for total taxable income up to £32,000 and 28% above that, with a lifetime limit of £10 million for Entrepreneurs' Relief at a rate of 10%.
The real estate market report summarizes data on single family home sales in Lafayette, Louisiana over the past 6 months. It finds that the $150,000-$200,000 price range has seen the most pending contracts and homes sold, as well as the highest current inventory of homes for sale. Overall, the market has a pending ratio of 31.8%, absorption rate of 1.7 months, and median days on market of 93 days for active listings and 52 days for sold homes, indicating a mildly active market that slightly favors sellers.
On the flip side, 10500 and 10600 put options added good amount of OI, suggesting immediate strong support around 10500-10550 levels. Maximum open interest concentration for April series is placed at 10700 call and
Strong Sales & Price Growth in August
The MLS® Home Price Index (HPI) Composite Benchmark for August 2016 was up by 17.2 per cent on a year-over-year basis. Similarly, the average selling price for all home types combined
was up by 17.7 per cent on an annual basis to $710,410. Both the MLS® HPI benchmarks and average prices for low-rise home types were up by double digits percentage-wise.
- Home sales in the Greater Toronto Area set a new record in August 2016 with 9,813 sales, an increase of 23.5% from August 2015. However, there were two additional business days in August 2016 compared to 2015, so the annual percentage change adjusted for working days is closer to 13%.
- The average home price in the GTA rose 17.7% year-over-year to $710,410 in August 2016. Price increases were seen across all home types, with detached homes, semi-detached homes, townhouses and condominium apartments all seeing double digit price growth.
- Low borrowing costs, employment and wage growth have continued to support strong demand for ownership housing. However,
Abhay Bhutada, the Managing Director of Poonawalla Fincorp Limited, is an accomplished leader with over 15 years of experience in commercial and retail lending. A Qualified Chartered Accountant, he has been pivotal in leveraging technology to enhance financial services. Starting his career at Bank of India, he later founded TAB Capital Limited and co-founded Poonawalla Finance Private Limited, emphasizing digital lending. Under his leadership, Poonawalla Fincorp achieved a 'AAA' credit rating, integrating acquisitions and emphasizing corporate governance. Actively involved in industry forums and CSR initiatives, Abhay has been recognized with awards like "Young Entrepreneur of India 2017" and "40 under 40 Most Influential Leader for 2020-21." Personally, he values mindfulness, enjoys gardening, yoga, and sees every day as an opportunity for growth and improvement.
Toronto Real Estate Board's MARKET WATCH - JANUARY 2017Shawn Venasse
The Toronto Real Estate Board's monthly statistical analysis of all real estate transactions within the Toronto and area issued at the first of each month for the preceding month.
The Woodlands Homes Sales Report March 2016bowmandg
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory levels, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. The final page summarizes the current months of inventory for homes listed for sale in different price ranges, indicating whether the market is a buyer's or seller's market for each segment. Inventory under six months represents a seller's market while over six months indicates a buyer's market. The lower the price, the tighter the inventory and more of a seller's market.
The woodlands homes sales report march 2016 (1)Cheri Young
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory levels, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. The final page summarizes the current months of inventory for homes listed for sale in different price ranges, indicating whether the market is a buyer's or seller's market for each segment. Inventory under six months represents a seller's market while over six months indicates a buyer's market. The lower the price, the tighter the inventory and more of a seller's market.
The woodlands homes sales report march 2016Deb Stirling
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. It also analyzes the current months supply of for-sale homes to determine if the market is a buyer's market (over 6 months supply) or seller's market (under 6 months supply), finding the lower priced homes under $300,000 to be a seller's market while higher priced homes over $500,000 are a buyer's market.
The Woodlands Home Sales Report - March 2016Ken Brand
The document provides real estate data for The Woodlands, Texas for March 2016. It includes information on listing inventory, homes sold, average and median sold prices, average price per square foot, and average days on market over the past two years. It also analyzes the current months supply of for-sale homes to determine if the market is a seller's market (under 6 months supply) or buyer's market (over 6 months supply) based on price range. The supply is under 6 months for homes priced under $400,000, indicating a seller's market, while higher-priced homes have over 6 months of supply.
Market Report for August 2017 - Residential ResaleMichelle Makos
Home sales in the Greater Toronto Area were down 34.8% in August 2017 compared to the previous year. The average home price increased 3% to $732,292, driven by price increases in townhouses, semi-detached homes, and condominium apartments. While sales were down, new listings also declined, leaving the supply-demand balance relatively stable compared to the previous year.
Last week our Indian Equity market opened on a gap down not on Monday backed by most of the exit polls results indicating possible defeat of BJP in key states. It remained in pressure till 1st session of the Tuesday where after state assembly results came out in favor of congress. Which lifted the sentiments of the market and it recovered from lower levels and it remained
The document is the Toronto Real Estate Board's January 2016 Market Watch report. It summarizes residential real estate sales activity in the Greater Toronto Area in January 2016. Some key points:
- Residential transactions in January 2016 increased 8.2% compared to January 2015, with 4,672 transactions reported.
- The average home price increased 14.1% year-over-year to $631,092, while the MLS Home Price Index rose 11.2%. Price growth was stronger for detached homes, semis and towns.
- Market conditions were tighter compared to a year ago, with higher sales amid fewer new listings and active listings.
Dr. Dermot Hayes - International Marketing UpdateJohn Blue
International Marketing Update - Dr. Dermot Hayes, Iowa State University, From the 2018 World Pork Expo, June 6 - 8, 2018, Des Moines, IA, USA.
More presentations at http://www.swinecast.com/2018-world-pork-expo
The real estate market report summarizes data on the single family home market in Lafayette, Louisiana in September 2014. There were 970 homes listed for sale with a median list price of $219,900. An additional 494 homes had pending contracts. In the last 6 months, 2990 homes sold with a median sale price of $191,600, while 839 listings were taken off the market without selling. The $150,000-$200,000 price range had the most homes both listed for sale and sold over the past 6 months. The report provides various metrics to analyze the current state of the real estate market.
Market Indicators - General Overview - February 2015MLSListings Inc
The document provides market snapshot data comparing real estate metrics in February 2015 to prior periods. It shows changes in inventory, closed sales, median/average prices, total dollar volume, and other figures for single-family homes and condos/townhomes across several counties in February 2015 versus February 2014 and January 2015. Line graphs depict trends over time for inventory levels, closed sales, and new listings in the counties dating back to 2003.
The document provides real estate statistics for Calgary and surrounding areas for February 2016. It includes sales data for detached homes, semi-detached homes, row homes, and apartment homes in the city of Calgary as well as detached home sales data for rural areas. The statistics show a 6.63% drop in total housing sales for Calgary in February 2016 compared to the previous year. Prices declined for the fifth consecutive month due to slow sales and high inventory levels.
The document provides information on tax rates for the 2016/17 tax year in the UK, including:
1) Land and Buildings Transaction Tax rates in Scotland ranging from 0-12% depending on the value of residential and non-residential property transfers.
2) Stamp Duty Land Tax rates in the rest of the UK on the transfer of residential and non-residential property, ranging from 0-12% depending on the value of the property transfer.
3) Capital Gains Tax rates of 18% for total taxable income up to £32,000 and 28% above that, with a lifetime limit of £10 million for Entrepreneurs' Relief at a rate of 10%.
The real estate market report summarizes data on single family home sales in Lafayette, Louisiana over the past 6 months. It finds that the $150,000-$200,000 price range has seen the most pending contracts and homes sold, as well as the highest current inventory of homes for sale. Overall, the market has a pending ratio of 31.8%, absorption rate of 1.7 months, and median days on market of 93 days for active listings and 52 days for sold homes, indicating a mildly active market that slightly favors sellers.
On the flip side, 10500 and 10600 put options added good amount of OI, suggesting immediate strong support around 10500-10550 levels. Maximum open interest concentration for April series is placed at 10700 call and
Strong Sales & Price Growth in August
The MLS® Home Price Index (HPI) Composite Benchmark for August 2016 was up by 17.2 per cent on a year-over-year basis. Similarly, the average selling price for all home types combined
was up by 17.7 per cent on an annual basis to $710,410. Both the MLS® HPI benchmarks and average prices for low-rise home types were up by double digits percentage-wise.
- Home sales in the Greater Toronto Area set a new record in August 2016 with 9,813 sales, an increase of 23.5% from August 2015. However, there were two additional business days in August 2016 compared to 2015, so the annual percentage change adjusted for working days is closer to 13%.
- The average home price in the GTA rose 17.7% year-over-year to $710,410 in August 2016. Price increases were seen across all home types, with detached homes, semi-detached homes, townhouses and condominium apartments all seeing double digit price growth.
- Low borrowing costs, employment and wage growth have continued to support strong demand for ownership housing. However,
Abhay Bhutada, the Managing Director of Poonawalla Fincorp Limited, is an accomplished leader with over 15 years of experience in commercial and retail lending. A Qualified Chartered Accountant, he has been pivotal in leveraging technology to enhance financial services. Starting his career at Bank of India, he later founded TAB Capital Limited and co-founded Poonawalla Finance Private Limited, emphasizing digital lending. Under his leadership, Poonawalla Fincorp achieved a 'AAA' credit rating, integrating acquisitions and emphasizing corporate governance. Actively involved in industry forums and CSR initiatives, Abhay has been recognized with awards like "Young Entrepreneur of India 2017" and "40 under 40 Most Influential Leader for 2020-21." Personally, he values mindfulness, enjoys gardening, yoga, and sees every day as an opportunity for growth and improvement.
STREETONOMICS: Exploring the Uncharted Territories of Informal Markets throug...sameer shah
Delve into the world of STREETONOMICS, where a team of 7 enthusiasts embarks on a journey to understand unorganized markets. By engaging with a coffee street vendor and crafting questionnaires, this project uncovers valuable insights into consumer behavior and market dynamics in informal settings."
An accounting information system (AIS) refers to tools and systems designed for the collection and display of accounting information so accountants and executives can make informed decisions.
A toxic combination of 15 years of low growth, and four decades of high inequality, has left Britain poorer and falling behind its peers. Productivity growth is weak and public investment is low, while wages today are no higher than they were before the financial crisis. Britain needs a new economic strategy to lift itself out of stagnation.
Scotland is in many ways a microcosm of this challenge. It has become a hub for creative industries, is home to several world-class universities and a thriving community of businesses – strengths that need to be harness and leveraged. But it also has high levels of deprivation, with homelessness reaching a record high and nearly half a million people living in very deep poverty last year. Scotland won’t be truly thriving unless it finds ways to ensure that all its inhabitants benefit from growth and investment. This is the central challenge facing policy makers both in Holyrood and Westminster.
What should a new national economic strategy for Scotland include? What would the pursuit of stronger economic growth mean for local, national and UK-wide policy makers? How will economic change affect the jobs we do, the places we live and the businesses we work for? And what are the prospects for cities like Glasgow, and nations like Scotland, in rising to these challenges?
Falcon stands out as a top-tier P2P Invoice Discounting platform in India, bridging esteemed blue-chip companies and eager investors. Our goal is to transform the investment landscape in India by establishing a comprehensive destination for borrowers and investors with diverse profiles and needs, all while minimizing risk. What sets Falcon apart is the elimination of intermediaries such as commercial banks and depository institutions, allowing investors to enjoy higher yields.
Discover the Future of Dogecoin with Our Comprehensive Guidance36 Crypto
Learn in-depth about Dogecoin's trajectory and stay informed with 36crypto's essential and up-to-date information about the crypto space.
Our presentation delves into Dogecoin's potential future, exploring whether it's destined to skyrocket to the moon or face a downward spiral. In addition, it highlights invaluable insights. Don't miss out on this opportunity to enhance your crypto understanding!
https://36crypto.com/the-future-of-dogecoin-how-high-can-this-cryptocurrency-reach/
New Visa Rules for Tourists and Students in Thailand | Amit Kakkar Easy VisaAmit Kakkar
Discover essential details about Thailand's recent visa policy changes, tailored for tourists and students. Amit Kakkar Easy Visa provides a comprehensive overview of new requirements, application processes, and tips to ensure a smooth transition for all travelers.
Economic Risk Factor Update: June 2024 [SlideShare]Commonwealth
May’s reports showed signs of continued economic growth, said Sam Millette, director, fixed income, in his latest Economic Risk Factor Update.
For more market updates, subscribe to The Independent Market Observer at https://blog.commonwealth.com/independent-market-observer.
3. Session Objectives
• Time Series Analysis for Accurate Forecasting
• Seasonality and Trend Analysis
• Regression Analysis for Predictive Modeling
• Combining Forecasting Methods for Robust Predictions
4. Think a minute
Let’s say you are running a business selling winter coats. Would you like
to diversify your business by starting an ice-cream manufacturing
business?
5. How are we going to predict the sales for next
January?
6. Time Series Analysis - Components
A data set of observations recorded in equal intervals over a period of
time (CIMA).
A time series is a sequence of data points that occur in successive order
over some period of time (Investopedia).
Key Terms:
Trend (T): The underlying general movement over time.
Seasonal Variation (SV): A regular variation within the data related to
calendar or season. Eg: Weather seasons.
Cyclical variation (C): A variation within the data related to a cyclical
pattern. Eg: Economic cycle.
Residual variation (R): Irregular or unpredictable changes in the data.
Eg: Impact of cyclone or war.
7. Models used in Time Series Analysis
Addictive Model: It assumes that all the components are independent
of each other.
TS = T+SV+C+R
Multiplicative Model: It assumes that the components are dependent
of each other.
TS = T*SV*C*R
8. Example - 01
Weeks Monday Tuesday Wednesday Thursday Friday
Week 01 160 174 164 180 150
Week 02 180 190 186 204 170
Week 03 210 224 206 232 190
Week 04 240 254 236 262 210
The total sales of Anbu plc for each day of a month is given below in “$
millions”.
Identify the trend and calculate the average seasonal variation using
addictive model.
19. Example - 02
Weeks Monday Tuesday Wednesday Thursday Friday
Week 01 160 174 164 180 150
Week 02 180 190 186 204 170
Week 03 210 224 206 232 190
Week 04 240 254 236 262 210
The total sales of Anbu plc for each day of a month is given below in “$
millions”.
Identify the trend and calculate the average seasonal variation using
multiplicative model.
31. Example 03
Years Quarter 01 Quarter 02 Quarter 03 Quarter 04
2020 160 174 164 180
2021 180 190 186 204
2022 210 224 206 232
The total sales of Anbu plc for each qua of 2020-2022 is given below in
“$ millions”.
Calculate the sales for the first quarter of 2023 using Excel.
33. Activity 01
The ice cream sales (units in thousands) of Arasan limited for the years
2021 to 2023 are given below.
Estimate the sales for the seasons in 2024 using,
1. Addictive model
2. Multiplicative model
Summer Spring Autumn Winter
2021 500 450 300 120
2022 600 550 400 220
2023 700 650 500 320
34. Activity 02
The daily production level (units in thousands) of the employees of
Alfred manufacturers for the month of January is given below.
Estimate the sales for the days in February using multiplicative model
and regression analysis in Excel.
Monday Tuesday Wednesday Thursday Friday
Week 01 1200 1100 1130 1080 780
Week 02 1600 1500 1530 1480 1180
Week 03 2000 1900 1930 1880 1580
Week 04 1800 1700 1730 1680 1380
35. Activity 03
The total production cost and the total revenue details of Hassan
traders for the last 24 months is given in the next slide.
Calculate the total profit when the production level of,
A = 1300
B = 800
C = 1180
37. Summary
We learnt to,
• Use the time series analysis to forecast the future estimates using addictive
and multiplicative models.
• Understand the terms trend, seasonal variations, cyclical variation and
random variation.
• Use regression analysis for predictive modeling.
• combine forecasting methods for robust predictions.