This assignment may be done in Java or in Lisp.

- Write functions that find the
`sum`,`mean`(mean = (sum x_{i}) / n),`meansq`(mean square = (sum x_{i}^{2}) / n),`variance`, and`stddev`(standard deviation) of a list of`Integer`.`sum`should be`int`, while the others should be`double`. The variance is equal to the mean square minus the square of the mean (= mean^{2}). The standard deviation is the square root of the variance. Calculate these values for the following list of numbers:(95 72 86 70 97 72 52 88 77 94 91 79 61 77 99 70 91)

- The sine function can be computed from its Taylor
series expansion:
1 3 5 7 9 x x x x x sin(x) = -- - -- + -- - -- + -- - ... 1! 3! 5! 7! 9!

Write a function`double sine(double x)`to compute sine using this series. You may not use the functions`Math.pow`or`factorial`; instead, write a tail-recursive auxiliary function to compute each term of the series from the previous term and add it to the sum. Stop after the 21st power of x. Hint: write down how each term of the series differs from the previous term. - Write a recursive function
`nthcdr(int n, Cons lst)`that returns`lst`after applying`rest`to it`n`times. If there are fewer than`n`items in`lst`, return`null`. - Write a function
`elt(Cons lst, int n)`that retrieves the`n`^{th}item in the list, the first item being numbered`0`. This allows a list to be used like an array; how does its Big O compare with array access? - Write a function
`double interpolate(Cons lst, double x)`that will make`lst`, a list of`Integer`, appear to be a continuous function by linearly interpolating for values of`x`. Assume that the first element of the list is the value for*x = 0*, the second element is the value for*x = 1*, etc. For cases where*i <= x < i+1*, let*delta = (x - i)*and compute the value*f(x) = lst(i) + delta * (lst(i+1) - lst(i))*, where*lst(i)*denotes the*i*th element of the list`lst`.For example, suppose that

`lst`*=*`(0 30 56 78 96 ...)`. The value for*x = 3*is 78, and the value for*x = 4*is 96.`interpolate(lst, 3.4)`= 85.2, i.e.,*78 + .4 * (96 - 78)*.Use your

`interpolate`function to make the`binomial`coefficient list for`n = 12`look like a function. What is the shape of this curve? - Write a recursive function
`sumtr(Cons lst)`that adds all the numbers in`lst`. The list`lst`may contain not only`Integer`, but also sublists, recursively. Your function should sum the values in the sublists also. You may assume that the only things in a list are`Integer`and sublists; you can recognize a sublist because`consp`will be`true`.(sumtr '(1 (2 3) ((4 5) 6))) => 21

- Write a function
`subseq(Cons lst, int start, int end)`that returns a new list that is a sub-sequence of`lst`beginning with the item numbered`start`and including items through`end - 1`. We will assume that the input`lst`contains enough elements.(subseq '(0 1 2 3 4 5 6) 2 5) => (2 3 4)

- A
*filter*is a function that allows desired elements to pass through, while removing undesired elements. Write a recursive function`posfilter(Cons lst)`that returns a new list containing only the non-negative values in`lst`, a list of`Integer`, in the same order as in the original list.(posfilter '(3 17 -2 0 -3 4 -5 12)) => (3 17 0 4 12)

- A
*predicate*is a`boolean`function, which tests its argument and returns`true`or`false`. Write a recursive function`subset(Predicate p, Cons lst)`that returns a new list containing only the values in`lst`that satisfy the predicate`p`. In mathematical notation, this would be written { x &isin lst | p(x) }, pronounced*the set of x in lst such that p(x)*. We will assume that`p.pred(item)`can be used to test an item. The output list should be in the same order as the original list.If we assume that the predicate

`myp`tests for integers > 3, then:(subset 'myp '(3 17 -2 0 -3 4 -5 12)) => (17 4 12)

- A
*mapping*relates an element of a set, called its*domain*, to an element of another set, called its*range*. Write a recursive function`mapcar(Functor f, Cons lst)`that returns a new list containing the results of applying`f.fn(item)`to each item in the list`lst`. The output list should be in the same order as the original list.If we assume that the functor

`myf`adds 2 to an`Integer`,(mapcar 'myf '(0 1 2 3 4 5 6)) => (2 3 4 5 6 7 8)

- Write a recursive function
`Object some(Predicate p, Cons lst)`that returns the first item in`lst`that satisfies the predicate`p`. In mathematical notation, this would be written &exist x p(x), and pronounced*there exists an x such that p(x)*.(some 'myp '(3 17 -2 0 -3 4 -5 12)) => 17

- Write a recursive function
`boolean every(Predicate p, Cons lst)`that tests whether every item in`lst`satisfies the predicate`p`. In mathematical notation, this would be written &forall x p(x), and pronounced*for all x, p(x)*.(every 'myp '(3 17 -2 0 -3 4 -5 12)) => false