The document contains annual data on consumer price index (CPI) and wholesale price index (WPI) for India from 1960 to 1999. To remove autocorrelation in the data, first differencing was applied. Linear regression was performed on the transformed data with change in CPI (CPID) as the dependent variable and change in WPI (WPID) as the independent variable. This resulted in a moderate R-squared value of 0.368, indicating WPID can explain about 36.8% of the variation in CPID. Residual analysis showed residuals are random but some outliers exist. It is concluded that a time series analysis may be more suitable than linear regression to analyze the relationship between CPI and WPI,
The document is an annual meteorological report from the National Institute of Meteorology and Hydrology of Ecuador for the year 2009. It contains monthly data from two weather stations - Inguincho and La Tola - including temperature, humidity, precipitation, evaporation, cloud cover, wind speed and direction. Tables provide maximum, minimum and average values for various meteorological elements over the year.
This document is the 2008 Meteorological Annual from the National Institute of Meteorology and Hydrology of Ecuador. It contains meteorological data from various weather stations in Ecuador for the year 2008, including temperature, precipitation, humidity, wind speed and direction, evaporation rates and cloud cover. The data is presented in tables and graphs showing monthly and annual averages and trends.
This document provides dimensional properties and specifications for different profiles of IPN-shaped steel beams, ranging from IPN 80 to IPN 600. For each profile, it lists dimensions, cross-sectional area, weight, dimensional properties for detailing, and mechanical properties along the strong and weak axes. A total of 24 IPN profiles are defined in the table with increasing dimensions, areas, and load-bearing capacities from smaller to larger sizes.
Example of Micromax launching a new phoneMitul Siria
Micromax is an Indian electronics company that manufactures mobile phones, tablets, and televisions. It became the second largest smartphone company in India after starting as a distributor of computer hardware in 1991. Seeing an opportunity in the growing rural Indian market that international brands were not addressing, Micromax launched its first basic phone with a 30-day battery life for Rs. 2150. Its Canvas series of smartphones accelerated its growth, and revenue increased over 132% from 2009 to 2010 as it continued launching innovative new products at low prices to appeal to rural and budget customers. It is now the 12th largest mobile manufacturer globally.
Micromax is an Indian electronics company founded in 2000 that became one of the largest Indian mobile phone manufacturers. It uses penetration pricing and sources products from China to offer affordable smartphones and basic phones. While it focuses on rural markets in India, Micromax uses celebrity endorsements and online/sports marketing to increase its brand image. It faces threats from other low-cost brands but has opportunities in India's growing low-end mobile phone market.
Micromax is an Indian electronics company that began as an IT software firm in 2000. It entered the mobile handset business in 2008 and quickly became one of the largest Indian mobile companies by offering affordable innovations. Micromax is now the 12th largest global handset manufacturer and India's 3rd largest mobile brand. It focuses on low-cost smartphones and feature phones and has become the second largest smartphone seller in India behind Samsung. Micromax continues to diversify its product portfolio beyond mobile phones into tablets, data cards, LED TVs, and home theaters.
1. Micromax is an Indian mobile phone manufacturer that started as an embedded software firm and later expanded into distributing computer peripherals.
2. The document analyzes customer satisfaction towards Micromax mobiles through surveys of users. It finds that Micromax targets lower income users, especially in rural areas, with low cost yet innovative products.
3. While Micromax has strengths like low costs, effective promotion, and innovative features, it faces threats from competition and risks having its business model copied by others. The document provides suggestions like improving durability, advertising, and customer service.
Micromax is proposing a marketing plan to expand its presence in India and internationally. Currently Micromax dominates the rural Indian market but faces competition from established brands like Nokia, Samsung, and Apple. The plan aims to position Micromax as customers' preferred brand and target the potential urban and youth markets. It proposes strategies for products, pricing, promotion, placement, distribution, and customer acquisition to help Micromax achieve its objectives.
The document is an annual meteorological report from the National Institute of Meteorology and Hydrology of Ecuador for the year 2009. It contains monthly data from two weather stations - Inguincho and La Tola - including temperature, humidity, precipitation, evaporation, cloud cover, wind speed and direction. Tables provide maximum, minimum and average values for various meteorological elements over the year.
This document is the 2008 Meteorological Annual from the National Institute of Meteorology and Hydrology of Ecuador. It contains meteorological data from various weather stations in Ecuador for the year 2008, including temperature, precipitation, humidity, wind speed and direction, evaporation rates and cloud cover. The data is presented in tables and graphs showing monthly and annual averages and trends.
This document provides dimensional properties and specifications for different profiles of IPN-shaped steel beams, ranging from IPN 80 to IPN 600. For each profile, it lists dimensions, cross-sectional area, weight, dimensional properties for detailing, and mechanical properties along the strong and weak axes. A total of 24 IPN profiles are defined in the table with increasing dimensions, areas, and load-bearing capacities from smaller to larger sizes.
Example of Micromax launching a new phoneMitul Siria
Micromax is an Indian electronics company that manufactures mobile phones, tablets, and televisions. It became the second largest smartphone company in India after starting as a distributor of computer hardware in 1991. Seeing an opportunity in the growing rural Indian market that international brands were not addressing, Micromax launched its first basic phone with a 30-day battery life for Rs. 2150. Its Canvas series of smartphones accelerated its growth, and revenue increased over 132% from 2009 to 2010 as it continued launching innovative new products at low prices to appeal to rural and budget customers. It is now the 12th largest mobile manufacturer globally.
Micromax is an Indian electronics company founded in 2000 that became one of the largest Indian mobile phone manufacturers. It uses penetration pricing and sources products from China to offer affordable smartphones and basic phones. While it focuses on rural markets in India, Micromax uses celebrity endorsements and online/sports marketing to increase its brand image. It faces threats from other low-cost brands but has opportunities in India's growing low-end mobile phone market.
Micromax is an Indian electronics company that began as an IT software firm in 2000. It entered the mobile handset business in 2008 and quickly became one of the largest Indian mobile companies by offering affordable innovations. Micromax is now the 12th largest global handset manufacturer and India's 3rd largest mobile brand. It focuses on low-cost smartphones and feature phones and has become the second largest smartphone seller in India behind Samsung. Micromax continues to diversify its product portfolio beyond mobile phones into tablets, data cards, LED TVs, and home theaters.
1. Micromax is an Indian mobile phone manufacturer that started as an embedded software firm and later expanded into distributing computer peripherals.
2. The document analyzes customer satisfaction towards Micromax mobiles through surveys of users. It finds that Micromax targets lower income users, especially in rural areas, with low cost yet innovative products.
3. While Micromax has strengths like low costs, effective promotion, and innovative features, it faces threats from competition and risks having its business model copied by others. The document provides suggestions like improving durability, advertising, and customer service.
Micromax is proposing a marketing plan to expand its presence in India and internationally. Currently Micromax dominates the rural Indian market but faces competition from established brands like Nokia, Samsung, and Apple. The plan aims to position Micromax as customers' preferred brand and target the potential urban and youth markets. It proposes strategies for products, pricing, promotion, placement, distribution, and customer acquisition to help Micromax achieve its objectives.
The document analyzes the statistical processing of maximum daily rainfall data from the Huancabamba weather station from 1971-2009. It includes the monthly rainfall values in millimeters for each year. The purpose is to obtain rainfall values for return periods of 2, 5, 10, 25, 50, 100 and 500 years by statistically processing the data on maximum 24-hour rainfall.
The document provides performance standards for Hy-Line Brown commercial laying hens from 18 to 81 weeks of age. It includes ranges for key performance metrics like hen-day egg production, cumulative hen-housed eggs, mortality, body weight, feed consumption, hen-housed egg mass, and average egg weight on a weekly basis. The metrics show expected increases in egg production, cumulative eggs laid, and body weight over time with some mortality occurring between weeks.
This document summarizes the hydrological modeling and analysis of the Coata River basin located in Puno, Peru. Key points:
- The GR2M hydrological model was calibrated on the Coata River basin from 1971-1994, achieving Nash coefficients of 84.99% for streamflow.
- The model was validated on data from 1995-2006, with Nash coefficients of 89.55% for streamflow, indicating good model performance.
- Precipitation in the sub-basins was estimated using Kriging interpolation. Mean monthly streamflows were then generated for a designated intake point in the basin.
This document is a table providing temperature and pressure values for anhydrous ammonia (NH3) over a range of temperatures from -60°F to 120°F. The table lists the temperature in both Fahrenheit and Celsius, along with the corresponding pressure measured in pounds per square inch absolute (PSIA) and gauge (PSIG) and kilograms per square centimeter. Additional information at the bottom provides contact information for SERVICIOS INDUSTRIALES EN REFRIGERACION, S.A. DE C.V., the apparent creator of the table.
This document provides a table listing the weights in kilograms per meter of seamless steel tubes of varying diameters and wall thicknesses according to DIN 2448. The table includes the outer diameter, standard wall thickness, weight in kg/m, and other dimensional specifications for over 50 tube sizes ranging from 10.2 mm outer diameter up to 558.8 mm outer diameter.
This document contains real tax collection variations in Peru from January 2002 to March 2003 for different taxes including income tax, VAT, and fuel taxes. It shows the monthly percentage change compared to the previous year for each tax. Some taxes saw increases nearly every month while others fluctuated between increases and decreases.
6 dimension and properties table of ipe shapeChhay Teng
This document provides dimensional properties for various IPE steel beam shapes. It includes dimensions, cross-sectional area, weight, section properties such as moments of inertia, and minimum dimensions for connections. The table lists data for IPE beams ranging from 80 mm to 600 mm, including their height, width, wall thicknesses, and other geometric properties.
The document appears to be performance results of a trading system using a 12-week moving average strategy on the Shanghai Stock Index from 1995 to 2009. It includes annual returns, maximum drawdowns, number of trades and other metrics for each year. The overall performance was positive with average annual returns of around 20% and maximum drawdowns generally below 25% except for a few years.
The document contains rainfall data recorded monthly and annually at Nyanga Exp. Stn from 1905/06 to 1960. It lists the monthly and total annual rainfall in millimeters for each year. The station is located at 18°13'S 32°44'E. Rainfall amounts vary widely from year to year and between months, with the heaviest rainfall generally occurring from December to March.
Analisa pencapaian prestasi upsr skkts 1988 hingga 2018Alima Rahman
This document analyzes student achievement on the UPSR examination from 1988 to 2018 at Sekolah Kebangsaan Kem Tentera in Sandakan. It provides data on the number of students registered, present, and passing each subject each year. Overall pass rates increased over time, reaching over 80% in the late 1990s and over 90% from 2010-2018. The highest pass rates were seen in Mathematics, with over 90% passes every year from 2010-2018, and Science, with over 90% passes every year from 2011-2018.
The document provides specifications for aluminum cable clamps used for steel cable. It lists the material as aluminum and notes the standard as EN 13411-3 formerly DIN 3093 A. Dimensions, weights, and other technical details are provided for clamps of various diameters from 1mm to 60mm in a table.
The document shows the global production of mohair wool in thousands of tons by country from 1967 to 1991. Turkey, the US, and South Africa were the largest producers, with Turkey producing the most (5.7 thousand tons) in 1967 and South Africa producing the most (12 thousand tons) in 1987. Overall production fluctuated over the years shown, ranging from a low of 12.1 thousand tons in 1976 to a high of 24.3 thousand tons in both 1967 and 1987.
- The document is a temperature conversion table that lists Celsius and Fahrenheit temperatures from -40°C to +165°C.
- It also includes information on non-freezing cold injury (NFCI), noting that it has an insidious onset, can be difficult to recognize and treat, and causes significant health issues for both military personnel and civilians working in cold conditions.
- To help reduce cases of NFCI, the document emphasizes the importance of recognizing those at risk, limiting their cold exposure, and using appropriate protective equipment in cold environments.
The document shows employment figures for India's public and private sectors from 1970-71 to 2007-08. It indicates that:
1) Employment in the public sector steadily increased from 11.1 million in 1970-71 to 17.67 million in 2007-08.
2) Employment in the private sector increased more slowly from 6.73 million in 1970-71 to 9.84 million in 2007-08.
3) The number of persons on the live register, a measure of unemployment, fluctuated between 5.1 million and 42 million from 1970-71 to 2007-08.
The file with the highly informative name "other data"mkalina
The document contains data on China's economy from 1952-1976 including:
- Exports, imports and trade balance from 1957-1974 with exports and imports generally increasing over time.
- Agricultural and industrial production from 1952-1972 showing increases in items like grain, steel, oil, power.
- Mechanization and irrigation of agriculture expanding from 1952-1970.
- Price changes, money supply, incomes and wages fluctuating from 1953-1976 with periods of growth and decline.
The document appears to contain numeric data organized into 3 tables of 30 columns and 11 rows. It likely contains measurement or other quantitative data but does not provide enough context to determine what specifically is being measured.
This document contains tables with information for determining values of Yn and σn using the Gumbel Type I method and values of K for the log Pearson Type III distribution method. The log Pearson table lists K factor values for different recurrence intervals in years and skewness coefficients ranging from -3 to -1 and 1 to 3. The table can be used to determine K values based on the weighted skew coefficient and desired exceedance probability or return period.
The document appears to contain numeric data organized into tables with 30 columns and 3 rows. The numbers range from approximately 50 to 150 with some values extending above and below that range. It is unclear what the numeric values represent or what the overall context is for the data presented.
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Similar to Fa midterm assignment group1 ver 2.0 group niraj
The document analyzes the statistical processing of maximum daily rainfall data from the Huancabamba weather station from 1971-2009. It includes the monthly rainfall values in millimeters for each year. The purpose is to obtain rainfall values for return periods of 2, 5, 10, 25, 50, 100 and 500 years by statistically processing the data on maximum 24-hour rainfall.
The document provides performance standards for Hy-Line Brown commercial laying hens from 18 to 81 weeks of age. It includes ranges for key performance metrics like hen-day egg production, cumulative hen-housed eggs, mortality, body weight, feed consumption, hen-housed egg mass, and average egg weight on a weekly basis. The metrics show expected increases in egg production, cumulative eggs laid, and body weight over time with some mortality occurring between weeks.
This document summarizes the hydrological modeling and analysis of the Coata River basin located in Puno, Peru. Key points:
- The GR2M hydrological model was calibrated on the Coata River basin from 1971-1994, achieving Nash coefficients of 84.99% for streamflow.
- The model was validated on data from 1995-2006, with Nash coefficients of 89.55% for streamflow, indicating good model performance.
- Precipitation in the sub-basins was estimated using Kriging interpolation. Mean monthly streamflows were then generated for a designated intake point in the basin.
This document is a table providing temperature and pressure values for anhydrous ammonia (NH3) over a range of temperatures from -60°F to 120°F. The table lists the temperature in both Fahrenheit and Celsius, along with the corresponding pressure measured in pounds per square inch absolute (PSIA) and gauge (PSIG) and kilograms per square centimeter. Additional information at the bottom provides contact information for SERVICIOS INDUSTRIALES EN REFRIGERACION, S.A. DE C.V., the apparent creator of the table.
This document provides a table listing the weights in kilograms per meter of seamless steel tubes of varying diameters and wall thicknesses according to DIN 2448. The table includes the outer diameter, standard wall thickness, weight in kg/m, and other dimensional specifications for over 50 tube sizes ranging from 10.2 mm outer diameter up to 558.8 mm outer diameter.
This document contains real tax collection variations in Peru from January 2002 to March 2003 for different taxes including income tax, VAT, and fuel taxes. It shows the monthly percentage change compared to the previous year for each tax. Some taxes saw increases nearly every month while others fluctuated between increases and decreases.
6 dimension and properties table of ipe shapeChhay Teng
This document provides dimensional properties for various IPE steel beam shapes. It includes dimensions, cross-sectional area, weight, section properties such as moments of inertia, and minimum dimensions for connections. The table lists data for IPE beams ranging from 80 mm to 600 mm, including their height, width, wall thicknesses, and other geometric properties.
The document appears to be performance results of a trading system using a 12-week moving average strategy on the Shanghai Stock Index from 1995 to 2009. It includes annual returns, maximum drawdowns, number of trades and other metrics for each year. The overall performance was positive with average annual returns of around 20% and maximum drawdowns generally below 25% except for a few years.
The document contains rainfall data recorded monthly and annually at Nyanga Exp. Stn from 1905/06 to 1960. It lists the monthly and total annual rainfall in millimeters for each year. The station is located at 18°13'S 32°44'E. Rainfall amounts vary widely from year to year and between months, with the heaviest rainfall generally occurring from December to March.
Analisa pencapaian prestasi upsr skkts 1988 hingga 2018Alima Rahman
This document analyzes student achievement on the UPSR examination from 1988 to 2018 at Sekolah Kebangsaan Kem Tentera in Sandakan. It provides data on the number of students registered, present, and passing each subject each year. Overall pass rates increased over time, reaching over 80% in the late 1990s and over 90% from 2010-2018. The highest pass rates were seen in Mathematics, with over 90% passes every year from 2010-2018, and Science, with over 90% passes every year from 2011-2018.
The document provides specifications for aluminum cable clamps used for steel cable. It lists the material as aluminum and notes the standard as EN 13411-3 formerly DIN 3093 A. Dimensions, weights, and other technical details are provided for clamps of various diameters from 1mm to 60mm in a table.
The document shows the global production of mohair wool in thousands of tons by country from 1967 to 1991. Turkey, the US, and South Africa were the largest producers, with Turkey producing the most (5.7 thousand tons) in 1967 and South Africa producing the most (12 thousand tons) in 1987. Overall production fluctuated over the years shown, ranging from a low of 12.1 thousand tons in 1976 to a high of 24.3 thousand tons in both 1967 and 1987.
- The document is a temperature conversion table that lists Celsius and Fahrenheit temperatures from -40°C to +165°C.
- It also includes information on non-freezing cold injury (NFCI), noting that it has an insidious onset, can be difficult to recognize and treat, and causes significant health issues for both military personnel and civilians working in cold conditions.
- To help reduce cases of NFCI, the document emphasizes the importance of recognizing those at risk, limiting their cold exposure, and using appropriate protective equipment in cold environments.
The document shows employment figures for India's public and private sectors from 1970-71 to 2007-08. It indicates that:
1) Employment in the public sector steadily increased from 11.1 million in 1970-71 to 17.67 million in 2007-08.
2) Employment in the private sector increased more slowly from 6.73 million in 1970-71 to 9.84 million in 2007-08.
3) The number of persons on the live register, a measure of unemployment, fluctuated between 5.1 million and 42 million from 1970-71 to 2007-08.
The file with the highly informative name "other data"mkalina
The document contains data on China's economy from 1952-1976 including:
- Exports, imports and trade balance from 1957-1974 with exports and imports generally increasing over time.
- Agricultural and industrial production from 1952-1972 showing increases in items like grain, steel, oil, power.
- Mechanization and irrigation of agriculture expanding from 1952-1970.
- Price changes, money supply, incomes and wages fluctuating from 1953-1976 with periods of growth and decline.
The document appears to contain numeric data organized into 3 tables of 30 columns and 11 rows. It likely contains measurement or other quantitative data but does not provide enough context to determine what specifically is being measured.
This document contains tables with information for determining values of Yn and σn using the Gumbel Type I method and values of K for the log Pearson Type III distribution method. The log Pearson table lists K factor values for different recurrence intervals in years and skewness coefficients ranging from -3 to -1 and 1 to 3. The table can be used to determine K values based on the weighted skew coefficient and desired exceedance probability or return period.
The document appears to contain numeric data organized into tables with 30 columns and 3 rows. The numbers range from approximately 50 to 150 with some values extending above and below that range. It is unclear what the numeric values represent or what the overall context is for the data presented.
Similar to Fa midterm assignment group1 ver 2.0 group niraj (20)
2. Regression on the given data
The SAS System
The REG Procedure
Model: MODEL1
Dependent Variable: CPI CPI
Number of Observations Read 40
Number of Observations Used 40
Analysis of Variance
Source DF Sum of Mean F Value Pr > F
Squares Square
Model 1 86235 86235 882.01 <.0001
Error 38 3715.30916 97.77129
Corrected Total 39 89951
Root MSE 9.88794 R-Square 0.9587
Dependent Mean 86.17000 Adj R-Sq 0.9576
CoeffVar 11.47492
Parameter Estimates
Variable Label DF Parameter Standard t Value Pr > |t| Variance
Estimate Error Inflation
Intercept Intercept 1 -13.77536 3.71075 -3.71 0.0007 0
WPI WPI 1 1.26999 0.04276 29.70 <.0001 1.00000
3. The SAS System
The REG Procedure
Model: MODEL1
Dependent Variable: CPI CPI
4. ***From the above we see that the data has auto correlation. To Remove the
Auto correlation we use the method of first difference
6. *** WPI is More Volatile observed from the graph contradicting to normal notion. May be because
CPI in US is managed
Running the linear regression on the new Data Set after removing the Auto –Correlation
The SAS System
The REG Procedure
Model: MODEL1
Dependent Variable: CPID CPID
Number of Observations Read 38
Number of Observations Used 38
Analysis of Variance
Source DF Sum of Mean F Value Pr > F
Squares Square
Model 1 73.11367 73.11367 20.99 <.0001
Error 36 125.37712 3.48270
Corrected Total 37 198.49079
Root MSE 1.86620 R-Square 0.3683
Dependent Mean -3.63947 Adj R-Sq 0.3508
CoeffVar -51.27661
Parameter Estimates
Variable Label DF Parameter Standard t Value Pr > |t| Variance
Estimate Error Inflation
Intercept Intercept 1 -2.65555 0.37117 -7.15 <.0001 0
WPID WPID 1 0.41087 0.08967 4.58 <.0001 1.00000
7. The SAS System
The REG Procedure
Model: MODEL1
Dependent Variable: CPID CPID
8. Residual Plot is Decent
Residuals are random in plot
R-Square can be improved by removing the outliers seen in graph 3
Quantile graph seem to be good.
9. Conclusion:
Our interpretation is that WPI does feed in CPI but always there would be a lag.
Thus because of this R-square value is comparatively low. Hence, we believe a
time series analysis will be a apt technique to analyse the given data set.