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Assignment Handout Introduction Kelley and Mike are planning on moving to Chardon, Ohio (41º 34’ 45” North, 81º 12’ 16” West). Chardon is the seat of Geauga County and is the snowbelt capital of Northeastern Ohio. The city’s website (http://www.chardon.cc/textdocuments/snow.htm) includes historical snowfall (updated monthly) going back to 1952. Kelley and Mike want to know the normal yearly (or mean) snowfall of Chardon. Part I Mike believes that he can answer their question by taking any ten consecutive years from the sample data set and calculate their mean. He decides to begin with the __________ year (this will be provided by your instructor). In order to gain more information Mike also calculates the standard deviation for these years. Use this information to complete page 2 of this handout. Part II After looking at the list of historical data, Kelley doesn’t think that Mike’s approach correctly answers their question. She uses the entire sample data set and calculates a __________% confidence interval (this will be provided by your instructor). Instead of using the traditional standard deviation formula she decides to use a shortcut formula. Use this information to complete pages 3 and 4 of this handout. Summary Briefly summarize this assignment on page 5 of this handout. What does Kelley’s confidence interval tell us? How does Mike’s results compare to Kelley’s results? What surprised you? 1 Mike’s Result Mike believes that he can answer their question by taking any ten consecutive years from the data set and calculate their mean. He decides to begin with the __________ year (this will be provided by your instructor). In order to gain more information Mike also calculates the standard deviation for these years. YEAR SNOWFALL (X) (X – MEAN)2 X - MEAN TOTALS Steps (1) Beginning with the year given by your instructor, list the years and snowfalls in the first two columns above. (2) Add up the “Snowfall” (second) column and place this value at the bottom of the column. (3) Calculate the mean of this data set by dividing the answer from step 2 by 10. Mean X n TOTAL SNOWFALL 10 10 (4) In the “X – Mean” (third) column subtract the mean calculated in step 3 from each of the entries in the “Snowfall” (second) column. (5) Add up the “X – Mean” (third) column and place this value at the bottom of the column. This result should be zero (0). If the result is off by a little it might be due to rounding. (6) In the “(X – Mean)2” (fourth) column enter the square of each of the entries of the “X – Mean” (third) column. (7) Add up the “(X – Mean)2” (fourth) column and place this value at the bottom of the column. (8) Calculate the standard deviation of this data set by dividing the answer from step 7 by 9 and then taking the square root of the result. s (9) (X X ) n 1 2 X MEAN 10 1 2 9 Results – According to Mike’s calculations the mean is __________ and the standard deviation is __________ (rounded to two decimal places). 2 Kelley’s Result After looking at the list of historical data, Kelley doesn’t think that Mike’s approach correctly answers their question. She uses the entire data set and calculates a __________% confidence interval (this will be provided by your instructor). Steps (1) (2) (3) Beginning with the 1952 – 1953 year list the snowfall for each year in the “Snowfall” (second) column of the table on page 4. Add up the “Snowfall” (second) column and place this value at the bottom of the column. Calculate the mean of this data set by dividing the answer from step 2 by 53. Mean (4) (5) (6) X n X X n 2 s n 1 s (8) 2 53 53 1 2 53 52 52 Calculate the zα/2 corresponding to your confidence interval. This can be done by dividing the confidence level (in decimal form) by 2 and then finding it within the standard normal (z) table. The corresponding z-score is the zα/2. The zα/2 corresponding to our confidence interval is _________. Calculate the lower limit of our confidence interval by subtracting the product of the standard deviation (step 6) divided by the square root of 53 and z α/2 from the mean (step 3). 2 s n 53 Calculate the upper limit of our confidence interval by adding the product of the standard deviation (step 6) divided by the square root of 53 and zα/2 to the mean (step 3). Upper Limit X z 2 (10) TOTAL COLUMN 3 TOTAL COLUMN 2 Lower Limit X z (9) 53 In the “Snowfall2” (third) column square each of the entries in the “Snowfall” (second) column. Add up the “Snowfall2” (third) column and place this value at the bottom of the column. Calculate the standard deviation of this data set by subtracting the square of the sum of the “Snowfall” (total from the second column) divided by 53 from the sum of the “Snowfall 2” (total from the third column), then divide this result by 52, and then finally take the square root of the result. 2 (7) TOTAL SNOWFALL 53 s n 53 The true mean is likely located somewhere between the lower limit and upper limit calculated in steps 8 and 9 respectfully. We can be _____% (same value as given above) sure that the true mean is between __________ and _________ (rounded to two decimal places). 3 YEAR 1952 - 1953 1953 - 1954 1954 – 1955 1955 – 1956 1956 – 1957 1957 – 1958 1958 – 1959 1959 – 1960 1960 – 1961 1961 – 1962 1962 – 1963 1963 – 1964 1964 – 1965 1965 – 1966 1966 – 1967 1967 – 1968 1968 – 1969 1969 - 1970 1970 – 1971 1971 – 1972 1972 – 1973 1973 – 1974 1974 – 1975 1975 – 1976 1976 – 1977 1977 – 1978 1978 – 1979 1979 – 1980 1980 – 1981 1981 – 1982 1982 – 1983 1983 – 1984 1984 – 1985 1985 – 1986 1986 – 1987 1987 – 1988 1988 – 1989 1989 – 1990 1990 – 1991 1991 – 1992 1992 – 1993 1993 – 1994 1994 – 1995 1995 – 1996 1996 – 1997 1997 – 1998 1998 – 1999 1999 – 2000 2000 – 2001 2001 – 2002 2002 – 2003 2003 - 2004 2004 – 2005 TOTALS SNOWFALL (X) 4 SNOWFALL2 (X2) SUMMARY Briefly summarize this assignment. What does Kelley’s confidence interval tell us? How does Mike’s results compare to Kelley’s results? What surprised you? 5