Friday, July 27, 2012

Multiplicative Progression

Progression:
When there is a definite relationship between the two successive terms of a series, we call the series as progressing series. The relation between the two successive terms decides the nature of the progression.
When the successive term is obtained on multiplying a given term with a constant number, the sequence so obtained is called geometric sequence. Example: 2, 4, 8, 16…

Convention:
Common ratio: The constant term that is multiplied with a given term of the sequence to obtain the successive term is called common ratio.

Sum of a geometric progression:
To find the sum of a geometric progression we adopt the following steps:
Step 1: Assume the sum of the given geometric progression as ‘S’.
Step 2: Find the common ratio of the progression.
Step 3: Multiply every term of the progression with ‘r’ to obtain S x r.
Step 4: Find the value of (Sr – S)
Step 5: Solve for S.
Example: Find the sum of 2 + 4 + 8 + 16 …256
Step 1: S = 2 + 4 + 8 + 16 …256
Step 2: Common ratio is 2
Step 3: 2S = 4 + 8 + 16 …512
Step 4: 2S – S = 512 -2
Step 5: S= 510.

Sigma Notation Series
If the first term and the common ratio of the geometric progression are represented by ‘a’ and ‘r’ respectively, then the geometric progression can be shown as
a + ar + ar^2 + ar^3… ar^(n-1)
It is a common practice in mathematics to represent the summation using sigma notation. The corresponding sigma notation for the above geometric summation is

Observe that, on substituting the values of k varying from zero to (n-1), we get the requisite geometric summation.

Special Series
Series can be obtained by finding the successive terms following a certain mathematical expression. Such series are called special series. The mathematical expression that is followed decides the algorithm to find the summation of the series.

Case 1: When the modulus value of the common ratio of the geometric sequence is less than ‘1’, the sequence will converge.
Example: 1 + 0.5 +0.25 …

Case 2: When the sequence is a rational function of ‘n’ with the modulus value less than ‘1’ for any value of n, the sum of the sequence will converge.
Example:

Case 3: When the denominator of the sequence is linear function of ‘n’, the summation of the sequence can be a convergent or divergent one.

Sum of Geometric progression:
By following the algorithm that is given below, we obtain the general formula for the summation of a geometrical sequence whose first terms is ’a’ and common ratio is ‘r’.
Step 1: Assume the sum of the given geometric progression as ‘S’.
Step 2: Find the common ratio of the progression.
Step 3: Multiply every term of the progression with ‘r’ to obtain S x r.
Step 4: Find the value of (Sr – S)
Step 5: Solve for S.

Nth term formula:
By applying the iterative method we obtain the nth term of a geometric sequence whose first terms is ‘a’ and common ratio is ‘r’ as an = a(r) (n-1).

Geometric progression examples:
Find the 15 term of the sequence 3, 6, 12…
First term = a = 3
Common ratio = r = 2.
15th term of the sequence is ar14 = 3(2)14 = 49152.

Monday, July 2, 2012

Median in Statistics


In statistics we use Mean Median and Mode to obtain information about the given data from the sample set of observed values. Let us consider a data, 26, 15, 33, 25, 28, 17, 37 is the data of the number of marbles a set of boys have with them. How do we find the middle value or the number which comes exactly in the middle of the list? To find the middle value, we need to find the Median Value which is the value exactly in the middle of the data when the data is arranged in the ascending order that is the smallest to greatest value. Let us arrange the data in the numerical order, 15,17,25,26,28,33,37. The Median Value or the middle value is 26.

Median in Math is one type of average in the branch of statistics in which we consider the middle value of the given data which is arranged in a numerical order in other words from smallest to greatest value.Median Math that is Median in statistics a branch of mathematics is the middle value of the data, which separates the data into two equal halves; which means fifty percent of the numbers are above the median and fifty percent of the numbers are below the median. And if there is even number of values in the data then the median is the mean of the two middle values. The Median in Math is a very useful number in cases when the distribution has very large extreme values which would otherwise skew the data.

Let us consider a data and learn the methods used in Finding Median.
39, 26, 7, 21, 3, 48, 67, 36
First we need to arrange the given data in the increasing order.
3,7,21,26,36,39,48,67
As you can see, the number of values in the data is even. We know that if the number of values in the given data is odd we can easily find the Median; the value exactly in the middle of the data. You might wonder, if the number of values is even then how to go about? We use a simple method in Finding Median in such cases; here, we get two middle values or two medians, so we just take the average of these two to get the actual median of the data.

There are 8 values in the given data; the two middle values are 26 and 36. To find the Median we find the mean of these values
(26 +36)/2 = 31
The required Median is 31