The presentation is a summary of a half-year research. It shows how a careful allocation of funds possessed by team may influence its final position at the end of a season. The model predicted the whole podium of 2011 F1 season.
Lamborghini was founded in 1963 by Ferrucio Lamborghini to produce high-end sports cars. It has struggled with ownership changes but is now owned by Volkswagen AG. Lamborghini produces around 2,000 vehicles annually and has annual revenues of over $600 million. It competes in the luxury sports car market against brands like Ferrari, Bugatti, Rolls Royce and Porsche. Lamborghini's strengths include its exquisite designs, demand among wealthy customers, and high performance. Its weaknesses include high fuel consumption and maintenance costs.
About Lamborghini:-Untold Bussiness FactsJerin George
This document provides information about Lamborghini, an Italian luxury sports car manufacturer. It discusses Lamborghini's founders, headquarters, ownership, product categories, and positioning in the luxury car market. Key vehicles produced by Lamborghini like the Murcielago, Gallardo, and Aventador are also summarized, including production years, engine specifications, and other technical details. Lamborghini's target customer segment and competitive positioning focusing on superior performance are defined.
The document is a presentation for Volkswagen Lucknow about customer awareness and preferences for Volkswagen cars. It discusses Volkswagen as one of the largest car producers in Europe and aims to understand the effective factors in customer awareness and preferences. It outlines research methodology involving a survey of 100 people in Lucknow on their preferences based on factors like fuel, features, offers and after-sales service. Customers suggested increasing service centers and providing regular information on new cars and maintenance tips.
greenLIFE has published its Layman’s Report. The Layman’s Report explains the greenLIFE objectives and all the results achieved by action along the three years of the project. This report is available in English and in Italian.
- Asian Paints Limited was established in 1942 in Mumbai, India as a manufacturing unit and has been the leading paint company in India since 1967.
- In 1998, the company underwent restructuring and crafted a new vision to become one of the top five decorative paint companies in the world by 2008.
- Since the 1970s and 1980s, the company expanded internationally through joint ventures and acquisitions, entering markets in countries across Asia, Africa, the Pacific, the Caribbean and Australia.
- The company used metrics like country GDP growth and size of paint market to identify target markets and a strategy of starting in emerging markets with limited competition.
Golf originated in Scotland and England, who have debated its invention. Major golf tournaments include the Masters in April, US Open in June, British Open in July, and PGA Championship in August. A golfer's career success is often defined by how many major tournaments they win. Golf requires basic equipment like clubs, balls, tees, bags, and shoes. The objective is to complete holes in the fewest shots by following rules of etiquette and fair play. Golf is played worldwide but originated in and remains popular in Scotland, Britain, the US, and Asia. Popular golf athletes are Tiger Woods, one of the best ever who won early in his career, and his longtime rival Phil Mickelson.
Atlantic Computer is considering various pricing options for its new basic server segment offering called Tronn, which is loaded with its proprietary PESA software. The document analyzes 4 pricing options: 1) Give PESA for free, 2) Price Tronn equivalent to 4 competitor servers, 3) Use a cost-plus approach, 4) Use value-in-use pricing comparing Tronn to 2 competitor servers. It recommends option 4 as it has the highest profitability, lowest break-even time, and considers the true value provided to customers through cost savings.
Cesim SimBrand is a marketing simulation that teaches students about the entire marketing decision-making process. Students work in teams to manage a mobile device company, making strategic decisions across product portfolio, segmentation, positioning, channels, advertising, pricing, and customer care. The goal is to maximize shareholder value by achieving sustainable profitable growth. Teams compete directly against other student teams, making dynamic decisions over multiple rounds to outperform rivals in a fast-paced technology market.
Lamborghini was founded in 1963 by Ferrucio Lamborghini to produce high-end sports cars. It has struggled with ownership changes but is now owned by Volkswagen AG. Lamborghini produces around 2,000 vehicles annually and has annual revenues of over $600 million. It competes in the luxury sports car market against brands like Ferrari, Bugatti, Rolls Royce and Porsche. Lamborghini's strengths include its exquisite designs, demand among wealthy customers, and high performance. Its weaknesses include high fuel consumption and maintenance costs.
About Lamborghini:-Untold Bussiness FactsJerin George
This document provides information about Lamborghini, an Italian luxury sports car manufacturer. It discusses Lamborghini's founders, headquarters, ownership, product categories, and positioning in the luxury car market. Key vehicles produced by Lamborghini like the Murcielago, Gallardo, and Aventador are also summarized, including production years, engine specifications, and other technical details. Lamborghini's target customer segment and competitive positioning focusing on superior performance are defined.
The document is a presentation for Volkswagen Lucknow about customer awareness and preferences for Volkswagen cars. It discusses Volkswagen as one of the largest car producers in Europe and aims to understand the effective factors in customer awareness and preferences. It outlines research methodology involving a survey of 100 people in Lucknow on their preferences based on factors like fuel, features, offers and after-sales service. Customers suggested increasing service centers and providing regular information on new cars and maintenance tips.
greenLIFE has published its Layman’s Report. The Layman’s Report explains the greenLIFE objectives and all the results achieved by action along the three years of the project. This report is available in English and in Italian.
- Asian Paints Limited was established in 1942 in Mumbai, India as a manufacturing unit and has been the leading paint company in India since 1967.
- In 1998, the company underwent restructuring and crafted a new vision to become one of the top five decorative paint companies in the world by 2008.
- Since the 1970s and 1980s, the company expanded internationally through joint ventures and acquisitions, entering markets in countries across Asia, Africa, the Pacific, the Caribbean and Australia.
- The company used metrics like country GDP growth and size of paint market to identify target markets and a strategy of starting in emerging markets with limited competition.
Golf originated in Scotland and England, who have debated its invention. Major golf tournaments include the Masters in April, US Open in June, British Open in July, and PGA Championship in August. A golfer's career success is often defined by how many major tournaments they win. Golf requires basic equipment like clubs, balls, tees, bags, and shoes. The objective is to complete holes in the fewest shots by following rules of etiquette and fair play. Golf is played worldwide but originated in and remains popular in Scotland, Britain, the US, and Asia. Popular golf athletes are Tiger Woods, one of the best ever who won early in his career, and his longtime rival Phil Mickelson.
Atlantic Computer is considering various pricing options for its new basic server segment offering called Tronn, which is loaded with its proprietary PESA software. The document analyzes 4 pricing options: 1) Give PESA for free, 2) Price Tronn equivalent to 4 competitor servers, 3) Use a cost-plus approach, 4) Use value-in-use pricing comparing Tronn to 2 competitor servers. It recommends option 4 as it has the highest profitability, lowest break-even time, and considers the true value provided to customers through cost savings.
Cesim SimBrand is a marketing simulation that teaches students about the entire marketing decision-making process. Students work in teams to manage a mobile device company, making strategic decisions across product portfolio, segmentation, positioning, channels, advertising, pricing, and customer care. The goal is to maximize shareholder value by achieving sustainable profitable growth. Teams compete directly against other student teams, making dynamic decisions over multiple rounds to outperform rivals in a fast-paced technology market.
Bachelor's Thesis BSc Business EconomicsMarc Haakma
This document summarizes a thesis that investigates the effect of Formula One race victories on the stock market returns of the team's main sponsor. An event study methodology is used to analyze 212 race victories from 1998-2013 involving 11 main sponsors. General results find an insignificant positive impact, but sensitivity analyses show significant positive effects for Ferrari sponsors, tobacco sponsors, and races outside Europe. The study aims to contribute recent insights on sponsor stock market performance in global motorsports.
This document contains information about the 2013 Formula One race calendar, driver profiles and car details for Sebastian Vettel and Red Bull Racing. It lists the 2013 Grand Prix dates and locations. It then provides career highlights and accomplishments for drivers Sebastian Vettel and Mark Webber. The rest of the document details new design features and innovations on the 2013 Red Bull RB9 race car, including hidden brake fluid cylinders, an experimental passive double DRS system, and vented nose ducts.
Formula One is the highest class of single-seat auto racing sanctioned by the FIA. F1 races take place on purpose-built tracks and public roads around the world. F1 cars must conform to a set of rules and can reach speeds up to 380 km/h. Each season consists of a series of Grand Prix races. The results determine a drivers' and constructors' world championship. India has hosted the Indian Grand Prix at the Buddh International Circuit since 2011.
Formula One, also known as Formula 1 or F1, is the highest class of auto racing sanctioned by the FIA. The formula refers to a set of rules that all cars must comply with. The season consists of a series of Grand Prix races held on circuits around the world. The results determine the Drivers' and Constructors' World Championships. Teams and drivers must hold the highest class of racing license issued by the FIA to participate.
Formula 1, also known as Formula One or F1, is the highest class of single seater auto racing governed by the FIA. It consists of a series of races known as Grands Prix held on circuits around the world. The results are combined to determine annual World Championships for both drivers and constructors. F1 cars must comply with regulations regarding their construction, engines, and other components to ensure competition. Popular Grands Prix are held in various countries from March to November each year. Legendary drivers like Juan Manuel Fangio, Ayrton Senna, Michael Schumacher, and the current champion Sebastian Vettel have dominated the sport over the decades.
El documento establece las regulaciones técnicas y deportivas de la Fórmula 1. Indica que los coches no pueden medir más de 1800 mm de ancho y deben pesar al menos 620 kg con el piloto. También especifica que deben tener cuatro ruedas, motor central, depósito detrás del piloto y protecciones frontales y traseras. Explica además el procedimiento de carrera, sistema de puntuación, banderas de señalización y posibles sanciones. Por último, destaca a los campeones con más títulos
The Formula One World Championship is the highest class of single seat auto racing. It consists of a series of races held around the world over a season. The races take place on purpose built circuits and feature the fastest cars in the world, capable of lateral acceleration of up to 5g. During a race weekend, drivers participate in qualifying sessions to determine the starting grid, and then a race lasting around 305 km where strategy around pit stops and tire changes is important. Points are awarded to the top ten finishing drivers at each race, with the driver having the most total points at the end of the season winning the World Championship.
This document provides an overview of regression analysis, including:
- Regression analysis measures the average relationship between variables to predict dependent variables from independent variables and show relationships.
- It is widely used in business to predict things like production, prices, and profits. It is also used in sociological and economic studies.
- There are three main methods for studying regression: least squares method, deviations from means method, and deviations from assumed means method. Examples are provided of calculating regression equations for bivariate data using each method.
Formula 1 cars race at extremely high speeds up to 360 km/h. They have strict rules around dimensions, safety, and technical specifications. Aerodynamics play a huge role in generating downforce through complex wing and diffuser designs to push the car onto the track at high speeds and through turns. Advanced innovations like double deck diffusers, flexible wings, f-ducts, and blown diffusers have allowed teams to gain competitive advantages through improved downforce and reduced drag.
Introduces and explains the use of multiple linear regression, a multivariate correlational statistical technique. For more info, see the lecture page at http://goo.gl/CeBsv. See also the slides for the MLR II lecture http://www.slideshare.net/jtneill/multiple-linear-regression-ii
The Cash Flow Statement translates earnings in the Income Statement into cash inflows. Explained in detail above as a part of the topic “Financial accounting”, is brought to you by Welingkar’s Distance Learning Division.
For more such innovative content on management studies, join WeSchool PGDM-DLP Program: http://bit.ly/SlideshareFaccounting
Join us on Facebook: http://www.facebook.com/welearnindia
Follow us on Twitter: https://twitter.com/WeLearnIndia
Read our latest blog at: http://welearnindia.wordpress.com
Subscribe to our Slideshare Channel: http://www.slideshare.net/welingkarDLP
The document discusses the cash flow statement and how it provides information about cash inflows and outflows during a period of time for operating, investing, and financing activities. It explains that the cash flow statement highlights cash flows from different activities and is useful for short-term financial planning and cash management. However, it does not show the total financial position or liquidity of a firm.
This document summarizes a summer internship project studying variations in wheel alignment parameters for commercial vehicles. It provides background on wheel alignment, describes the key alignment parameters like toe and thrust angle, and outlines the alignment procedure for Ashok Leyland Boss vehicles. Data is presented on measured toe-in and thrust angle values for a number of vehicles which show variations. Potential sources of this variation are discussed, including issues with sensors, fixtures, and inconsistencies during the alignment process.
Formula Innovation by Lotus F1 - EMC Forum AmsterdamEMC Nederland
Formula 1 racing team Lotus F1 Team provides a summary of their history, operations, and technology transformation. They have been competing in Formula 1 since 1981 and have achieved various championships and race victories. They currently have 550 employees from 16 nationalities working across 38 departments. The team is based in Enstone, UK and aims to transition to new IT infrastructure and cloud services to better handle the massive data volumes associated with Formula 1 racing, including over 100GB of data per hour from computational fluid dynamics simulations. They plan to leverage technologies like private clouds, data tiering, and disaster recovery services to securely manage racing data and support the design, production, and analysis needs of the team.
140728 saffrony institute of technology virtual baja2015_presentationnayakabhishek96
The document provides technical specifications and design parameters for an all-terrain vehicle (ATV) project, including dimensions, materials, performance targets for components like the roll cage, brakes, suspension, and power train. Detailed 2D and 3D views show the design of the roll cage, springs, and final ATV configuration. Analysis results are presented for the roll cage and other components to validate the design meets safety and performance requirements.
Four-wheel steering provides a means to actively steer the rear wheels during turning. It improves handling and helps the model to make tighter turns.
This is relatively new technology that can be used in industries to transport the load to compact spaces and to elevate to a specific height and no requirement of cranes.
JPRO Professional Heavy Duty Truck Diagnostic Toolbox User ManualTim Miller
This is the user manual of JPRO Professional Heavy Duty Truck Diagnostic Toolbox.
>> READ MORE: https://www.obdadvisor.com/autel-scanners/
Here is a detailed review of the toolbox based on my own experience, including:
- Compatibility
- Display
- Software
- Features and Functions
- Pros and Cons
Check it out to get the REVIEW and some NOTES about using this tool.
This document is a technical manual providing repair and maintenance instructions for Deere Power Systems Group diesel engines models 3179, 4239, 6359, 4276, and 6414. It covers specifications, tools required, disassembly and assembly sequences, and procedures for servicing various engine components like the cylinder head, valves, rocker arms, push rods, cylinder block, and more. Safety precautions are emphasized throughout and mechanics are instructed to clean components, check tolerances, replace seals, and adjust clearances as specified to properly service these engines.
Drive train management focuses on maintenance to lower owning and operating costs. Following preventive maintenance schedules and using the correct fluids, filters, and greasing extends component life. Oil analysis programs detect early problems to avoid downtime. Contamination control is critical with tighter machine tolerances. Proper operating techniques and application-specific maintenance further reduce costs. Daily inspections and planned/problem repair indicators catch issues before failures.
This document summarizes the results of a Reddit poll rating Formula 1 drivers, teams, and races from the 2016 season. In the driver poll, Max Verstappen, Nico Rosberg, and Daniel Ricciardo topped the rankings, while Esteban Gutierrez was deemed the worst performer. Mercedes dominated the team poll, while the wet Brazilian Grand Prix and the chaotic Spanish GP were most favored by voters. The results are then compared to average ratings from Reddit race polls throughout 2016 and performance data analysis from F1 Metrics.
Bachelor's Thesis BSc Business EconomicsMarc Haakma
This document summarizes a thesis that investigates the effect of Formula One race victories on the stock market returns of the team's main sponsor. An event study methodology is used to analyze 212 race victories from 1998-2013 involving 11 main sponsors. General results find an insignificant positive impact, but sensitivity analyses show significant positive effects for Ferrari sponsors, tobacco sponsors, and races outside Europe. The study aims to contribute recent insights on sponsor stock market performance in global motorsports.
This document contains information about the 2013 Formula One race calendar, driver profiles and car details for Sebastian Vettel and Red Bull Racing. It lists the 2013 Grand Prix dates and locations. It then provides career highlights and accomplishments for drivers Sebastian Vettel and Mark Webber. The rest of the document details new design features and innovations on the 2013 Red Bull RB9 race car, including hidden brake fluid cylinders, an experimental passive double DRS system, and vented nose ducts.
Formula One is the highest class of single-seat auto racing sanctioned by the FIA. F1 races take place on purpose-built tracks and public roads around the world. F1 cars must conform to a set of rules and can reach speeds up to 380 km/h. Each season consists of a series of Grand Prix races. The results determine a drivers' and constructors' world championship. India has hosted the Indian Grand Prix at the Buddh International Circuit since 2011.
Formula One, also known as Formula 1 or F1, is the highest class of auto racing sanctioned by the FIA. The formula refers to a set of rules that all cars must comply with. The season consists of a series of Grand Prix races held on circuits around the world. The results determine the Drivers' and Constructors' World Championships. Teams and drivers must hold the highest class of racing license issued by the FIA to participate.
Formula 1, also known as Formula One or F1, is the highest class of single seater auto racing governed by the FIA. It consists of a series of races known as Grands Prix held on circuits around the world. The results are combined to determine annual World Championships for both drivers and constructors. F1 cars must comply with regulations regarding their construction, engines, and other components to ensure competition. Popular Grands Prix are held in various countries from March to November each year. Legendary drivers like Juan Manuel Fangio, Ayrton Senna, Michael Schumacher, and the current champion Sebastian Vettel have dominated the sport over the decades.
El documento establece las regulaciones técnicas y deportivas de la Fórmula 1. Indica que los coches no pueden medir más de 1800 mm de ancho y deben pesar al menos 620 kg con el piloto. También especifica que deben tener cuatro ruedas, motor central, depósito detrás del piloto y protecciones frontales y traseras. Explica además el procedimiento de carrera, sistema de puntuación, banderas de señalización y posibles sanciones. Por último, destaca a los campeones con más títulos
The Formula One World Championship is the highest class of single seat auto racing. It consists of a series of races held around the world over a season. The races take place on purpose built circuits and feature the fastest cars in the world, capable of lateral acceleration of up to 5g. During a race weekend, drivers participate in qualifying sessions to determine the starting grid, and then a race lasting around 305 km where strategy around pit stops and tire changes is important. Points are awarded to the top ten finishing drivers at each race, with the driver having the most total points at the end of the season winning the World Championship.
This document provides an overview of regression analysis, including:
- Regression analysis measures the average relationship between variables to predict dependent variables from independent variables and show relationships.
- It is widely used in business to predict things like production, prices, and profits. It is also used in sociological and economic studies.
- There are three main methods for studying regression: least squares method, deviations from means method, and deviations from assumed means method. Examples are provided of calculating regression equations for bivariate data using each method.
Formula 1 cars race at extremely high speeds up to 360 km/h. They have strict rules around dimensions, safety, and technical specifications. Aerodynamics play a huge role in generating downforce through complex wing and diffuser designs to push the car onto the track at high speeds and through turns. Advanced innovations like double deck diffusers, flexible wings, f-ducts, and blown diffusers have allowed teams to gain competitive advantages through improved downforce and reduced drag.
Introduces and explains the use of multiple linear regression, a multivariate correlational statistical technique. For more info, see the lecture page at http://goo.gl/CeBsv. See also the slides for the MLR II lecture http://www.slideshare.net/jtneill/multiple-linear-regression-ii
The Cash Flow Statement translates earnings in the Income Statement into cash inflows. Explained in detail above as a part of the topic “Financial accounting”, is brought to you by Welingkar’s Distance Learning Division.
For more such innovative content on management studies, join WeSchool PGDM-DLP Program: http://bit.ly/SlideshareFaccounting
Join us on Facebook: http://www.facebook.com/welearnindia
Follow us on Twitter: https://twitter.com/WeLearnIndia
Read our latest blog at: http://welearnindia.wordpress.com
Subscribe to our Slideshare Channel: http://www.slideshare.net/welingkarDLP
The document discusses the cash flow statement and how it provides information about cash inflows and outflows during a period of time for operating, investing, and financing activities. It explains that the cash flow statement highlights cash flows from different activities and is useful for short-term financial planning and cash management. However, it does not show the total financial position or liquidity of a firm.
This document summarizes a summer internship project studying variations in wheel alignment parameters for commercial vehicles. It provides background on wheel alignment, describes the key alignment parameters like toe and thrust angle, and outlines the alignment procedure for Ashok Leyland Boss vehicles. Data is presented on measured toe-in and thrust angle values for a number of vehicles which show variations. Potential sources of this variation are discussed, including issues with sensors, fixtures, and inconsistencies during the alignment process.
Formula Innovation by Lotus F1 - EMC Forum AmsterdamEMC Nederland
Formula 1 racing team Lotus F1 Team provides a summary of their history, operations, and technology transformation. They have been competing in Formula 1 since 1981 and have achieved various championships and race victories. They currently have 550 employees from 16 nationalities working across 38 departments. The team is based in Enstone, UK and aims to transition to new IT infrastructure and cloud services to better handle the massive data volumes associated with Formula 1 racing, including over 100GB of data per hour from computational fluid dynamics simulations. They plan to leverage technologies like private clouds, data tiering, and disaster recovery services to securely manage racing data and support the design, production, and analysis needs of the team.
140728 saffrony institute of technology virtual baja2015_presentationnayakabhishek96
The document provides technical specifications and design parameters for an all-terrain vehicle (ATV) project, including dimensions, materials, performance targets for components like the roll cage, brakes, suspension, and power train. Detailed 2D and 3D views show the design of the roll cage, springs, and final ATV configuration. Analysis results are presented for the roll cage and other components to validate the design meets safety and performance requirements.
Four-wheel steering provides a means to actively steer the rear wheels during turning. It improves handling and helps the model to make tighter turns.
This is relatively new technology that can be used in industries to transport the load to compact spaces and to elevate to a specific height and no requirement of cranes.
JPRO Professional Heavy Duty Truck Diagnostic Toolbox User ManualTim Miller
This is the user manual of JPRO Professional Heavy Duty Truck Diagnostic Toolbox.
>> READ MORE: https://www.obdadvisor.com/autel-scanners/
Here is a detailed review of the toolbox based on my own experience, including:
- Compatibility
- Display
- Software
- Features and Functions
- Pros and Cons
Check it out to get the REVIEW and some NOTES about using this tool.
This document is a technical manual providing repair and maintenance instructions for Deere Power Systems Group diesel engines models 3179, 4239, 6359, 4276, and 6414. It covers specifications, tools required, disassembly and assembly sequences, and procedures for servicing various engine components like the cylinder head, valves, rocker arms, push rods, cylinder block, and more. Safety precautions are emphasized throughout and mechanics are instructed to clean components, check tolerances, replace seals, and adjust clearances as specified to properly service these engines.
Drive train management focuses on maintenance to lower owning and operating costs. Following preventive maintenance schedules and using the correct fluids, filters, and greasing extends component life. Oil analysis programs detect early problems to avoid downtime. Contamination control is critical with tighter machine tolerances. Proper operating techniques and application-specific maintenance further reduce costs. Daily inspections and planned/problem repair indicators catch issues before failures.
This document summarizes the results of a Reddit poll rating Formula 1 drivers, teams, and races from the 2016 season. In the driver poll, Max Verstappen, Nico Rosberg, and Daniel Ricciardo topped the rankings, while Esteban Gutierrez was deemed the worst performer. Mercedes dominated the team poll, while the wet Brazilian Grand Prix and the chaotic Spanish GP were most favored by voters. The results are then compared to average ratings from Reddit race polls throughout 2016 and performance data analysis from F1 Metrics.
Similar to What Makes The Formula One Champion. Regression Analysis (8)
What Makes The Formula One Champion. Regression Analysis
1. What Makes
The Formula One
Champion?
Regression Analysis
Wojciech Latocha
2. WHAT IS FORMULA ONE?
• the highest class of single-seater auto racing
• the season is compounded of a series of races, known
as Grand Prixes
• races are held on purpose-built circuits and public roads
• results of each race are added to define two annual World
Champions:
• individual
• constructor
3. THE IMPORTANCE OF THE F1
ANALYSIS
• Social factors:
• Worldwide popularity
• each F1 Grand Prix attracts a global audience of 600 million
people
• 2001 F1 season: 54 billion TV viewers, 200 countries
• Economic factors:
• Perfect example for Snob Effect and Veblen Good concept
• Formula One revenues are equal to GDP of Mongolia or
Kyrgyzstan and almost two times higher than GDP of Faroe
Islands
4. LITERATURE REVIEW
• Numerous general nature book publications and articles:
• Explaining rules
• Presenting history
• Describing former World Champions
• Liu Xiao: Formula One’s Financial Crisis, 2009
• A few scientific resources:
• Eichenberger and Stadelmann, Who Is The Best Formula 1 Driver? An
Economic Approach to Evaluating Talent, 2009
• Mastromarco and Runkel, Rule changes and competitive balance in
Formula One motor racing, 2009
5. DATA
• The official website of the Formula One
• Official websites of Formula One teams
• Official websites of drivers
• Formula Money
8. SIMPLE DATA SERIES
• Was the individual world champion racing for the team? –
a dummy variable
• Number of years that a main engineer spent with a team
9. RATIOS
• Percentage spread between drivers' points
• First driver salary / First driver podiums
• First driver salary / First driver positions awarded with points (excluding
podiums)
• Second driver salary / Second driver podiums
• Second driver salary / Second driver positions awarded with points
(excluding podiums)
• Teams' testing laps / The most active tester's laps
• Pit-stop spread
10. REASONS OF THE DISTINCTION
• Changes in regulations
• Forecasting disability of some simple series (no ability of
their value's control)
• Driver’s transfers
• Number of competing team’s changes
11. SUMMARY OF STATISTICS
Standard
Variable Mean
Deviation
final position 6.018182 3.223128
was the individual world champion racing for the team? 0.090909 0.290129
percentage spread between drivers' points 0.692449 0.341747
number of years main engineer spent with the team 2.927273 2.417946
teams' testing laps to the most active tester's laps 0.69628 0.270442
pit stop spread 0.187378 0.193195
1st salary/podiums 4.589197 6.190581
1st salary/points 2.642526 3.218502
2nd salary/podiums 3.351749 5.292386
2nd salary/points 1.857905 2.539029
12. RESULTS OF THE REGRESSION
final position Coefficient Standard Error t P>t
was the individual world champion racing for the team? -1.86251 1.232371 -1.51 0.138
percentage spread between drivers' points 2.287651 .9805094 2.33 0.024
number of years main engineer spent with the team -0.27952 .138966 2.01 0.05
teams' testing laps to the most active tester's laps -1.88072 1.584256 -1.19 0.241
pit stop spread 2.643283 1.948494 1.36 0.182
1st salary/podiums -0.07556 .0665366 -1.14 0.262
1st salary/points -0.1668 .1104518 -1.51 0.138
2nd salary/podiums 0.195983 .0838879 2.34 0.024
2nd salary/points -0.43651 .1611728 -2.71 0.01
constant 7.177511 1.498906 4.79 0
13. DISCUSSION
• 7.18 - an initial position of any team competing in The Formula One
• 1.86 - a position improvement due to employing a former individual World
Champion
• 0.23 - a result depreciation caused by each 10% of a difference between
points collected by each of two drivers
• 0.28 - a position increase through prolonging team’s cooperation with its
main engineer
• 0.44 - a position improvement due to each $1 million paid to the second
driver for scoring a position points-awarded
• 0.2 - a position drop caused by each $1 million paid to the second driver
for scoring a podium
14. FORECAST FOR 2011
Virgin-Cosworth
HRT-Cosworth
Lotus-Renault
Williams-Cosworth
STR-Ferrari
Sauber-Ferrari
Force India-Mercedes
Renault
Mercedes
Ferrari
McLaren-Mercedes
RBR-Renault
0 2 4 6 8 10 12
actual final position predicted position
15. CONCLUSION
• The model was able to predict an exact final position of one out
of twelve teams
• Numerical values returned by the equation indicated four out of
twelve positions in the final standing, including:
• The World Champion
• All three teams on the podium
• The forecast indicated a fierce battle for a few positions – what
was proved on the track
• The model underestimated a result of the first seven teams and
overestimated the result of the others