-
Notifications
You must be signed in to change notification settings - Fork 0
Expand file tree
/
Copy pathstatic.cpp
More file actions
221 lines (213 loc) · 6.47 KB
/
Copy pathstatic.cpp
File metadata and controls
221 lines (213 loc) · 6.47 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
#include<iostream>
#include<string>
#include<cmath>
#include<array>
using namespace std;
//double mode(double arr[],int sizearr);
double ungroup_mean(double arr[],int sizarr);//ungroup data mean
double median(double arr[],int sizearr);//ungrouped median
double range(double arr[],int sizearr);//range
double un_pop_vari(double arr[],int sizearr,double meaan);//ungrouped population variance
double un_pop_sd(double arr[],int sizearr,double meaan);//ungroup population standard deviation
double un_sam_vari(double arr[],int sizearr,double meaan);//ungroup sample variance
double un_sam_sd(double arr[],int sizearr,double meaan);//ungroup sample standard deviation
double un_first_quart(double arr[],int sizearr);// 1st quartile
double un_third_quart(double arr[],int sizearr);//3 rd quartile
double in_quar_range(double arr[],int sizearr);//IQR
double un_up_outlier(double arr[],int sizarr);//upper limit for outlier
double un_lo_outlier(double arr[],int sizarr);//lower limit for outlier
int main(){
int ele,sel;
cout<<"Your calculation is regarding?"<<endl;
cout<<"(1) Population"<<endl;
cout<<"(2) Sample"<<endl;
cout<<" "<<endl;
cout<<"Select the number"<<endl;
cin>>sel;
if(sel==1){
cout<<" "<<endl;
cout<<"Enter the number of elements"<<endl;
cin>>ele;
cout<<"-------------------"<<endl;
double arr1[ele];
for(int i=0;i<ele;i++){
cout<<"Enter the "<<(i+1)<<" element"<<endl;
cin>>arr1[i];
}
cout<<" "<<endl;
double mean=ungroup_mean(arr1,ele);
cout<<"Median value :"<<median(arr1,ele)<<endl;
cout<<"Mean value :"<<ungroup_mean(arr1,ele)<<endl;
cout<<"-------------------------------------"<<endl;
cout<<"Range value :"<<range(arr1,ele)<<endl;
cout<<"Variance value :"<<un_pop_vari(arr1,ele,mean)<<endl;
cout<<"Standard deviation value :"<<un_pop_sd(arr1,ele,mean)<<endl;
cout<<"-------------------------------------"<<endl;
cout<<"First quartile (Q1) :"<<un_first_quart(arr1,ele)<<endl;
cout<<"Second quartile (Q2) :"<<median(arr1,ele)<<endl;
cout<<"Third quartile (Q3) :"<<un_third_quart(arr1,ele)<<endl;
cout<<"Inter Quartile Range (IQR) :"<<in_quar_range(arr1,ele)<<endl;
cout<<"-------------------------------------"<<endl;
cout<<"Upper limit for outlier :"<<un_up_outlier(arr1,ele)<<endl;
cout<<"Lower limit for outlier :"<<un_lo_outlier(arr1,ele)<<endl;
cout<<" "<<endl;//line space
}else if(sel==2){
cout<<" "<<endl;
cout<<"Enter the number of elements"<<endl;
cin>>ele;
cout<<"-------------------"<<endl;
double arr1[ele];
for(int i=0;i<ele;i++){
cout<<"Enter the "<<(i+1)<<" element"<<endl;
cin>>arr1[i];
}
cout<<" "<<endl;
double mean=ungroup_mean(arr1,ele);
cout<<"Median value :"<<median(arr1,ele)<<endl;
cout<<"Mean value :"<<ungroup_mean(arr1,ele)<<endl;
cout<<"-------------------------------------"<<endl;
cout<<"Range value :"<<range(arr1,ele)<<endl;
cout<<"Variance value :"<<un_sam_vari(arr1,ele,mean)<<endl;
cout<<"Standard deviation value :"<<un_sam_sd(arr1,ele,mean)<<endl;
cout<<"-------------------------------------"<<endl;
cout<<"First quartile (Q1) :"<<un_first_quart(arr1,ele)<<endl;
cout<<"Second quartile (Q2) :"<<median(arr1,ele)<<endl;
cout<<"Third quartile (Q3) :"<<un_third_quart(arr1,ele)<<endl;
cout<<"Inter Quartile Range (IQR) :"<<in_quar_range(arr1,ele)<<endl;
cout<<"-------------------------------------"<<endl;
cout<<"Upper limit for outlier :"<<un_up_outlier(arr1,ele)<<endl;
cout<<"Lower limit for outlier :"<<un_lo_outlier(arr1,ele)<<endl;
cout<<" "<<endl;//line space
}
else{
cout<<"Invalid option....Please try again"<<endl;
}
return 0;
}
double ungroup_mean(double arr[],int sizarr){
double coun=0;
for(int i=0;i<sizarr;i++){
coun=coun+arr[i];
}
double mean=coun/sizarr;
return mean;
}
double median(double arr[],int sizearr){
double x;
for(int i=0;i<sizearr;i++){
for(int j=(i+1);j<sizearr;j++){
if(arr[i]>arr[j]){
x=arr[i];
arr[i]=arr[j];
arr[j]=x;
}
}
}
int new_coun1,new_coun2;
double mediann;
if(sizearr%2!=0){
new_coun1=(sizearr+1)/2;
mediann=arr[new_coun1-1];
}
else{
new_coun1=(sizearr+1)/2;
double new_coun2=(arr[new_coun1-1]+arr[new_coun1])/2;
mediann=new_coun2;
}
return mediann;
}
double range(double arr[],int sizearr){
double large=arr[0];
for(int i=0;i<sizearr;i++){
if(large<arr[i]){
large=arr[i];
}
}
double small=arr[0];
for(int i=0;i<sizearr;i++){
if(small>arr[i]){
small=arr[i];
}
}
double rang=large-small;
return rang;
}
double un_pop_vari(double arr[],int sizearr,double meaan){
double add;
for(int i=0;i<sizearr;i++){
add=add+pow((arr[i]-meaan),2);
}
double un_popu_vari=(add/sizearr);
return un_popu_vari;
}
double un_pop_sd(double arr[],int sizearr,double meaan){
//double un_pop_vari(double arr[],int sizearr,double meaan);
double sdunpop=sqrt(un_pop_vari(arr,sizearr,meaan));
return sdunpop;
}
double un_sam_vari(double arr[],int sizearr,double meaan){
double varunsam=(un_pop_vari(arr,sizearr,meaan)*sizearr)/(sizearr-1);
return varunsam;
}
double un_sam_sd(double arr[],int sizearr,double meaan){
double sdunsam=sqrt(un_sam_vari(arr,sizearr,meaan));
return sdunsam;
}
double un_first_quart(double arr[],int sizearr){
double x;
for(int i=0;i<sizearr;i++){
for(int j=(i+1);j<sizearr;j++){
if(arr[i]>arr[j]){
x=arr[i];
arr[i]=arr[j];
arr[j]=x;
}
}
}
int var1;
double var_1,var2;
if(sizearr%2!=0){
var1=(sizearr+1)/4;
var2=arr[var1-1];
}else{
var1=(sizearr+1)/4;
var_1=(arr[var1]-arr[var1-1])*0.25;
var2=var_1+arr[var1-1];
}
return var2;
}
double un_third_quart(double arr[],int sizearr){
double x;
for(int i=0;i<sizearr;i++){
for(int j=(i+1);j<sizearr;j++){
if(arr[i]>arr[j]){
x=arr[i];
arr[i]=arr[j];
arr[j]=x;
}
}
}
int var1;
double var_1,var2;
if(sizearr%2!=0){
var1=3*(sizearr+1)/4;
var2=arr[var1-1];
}else{
var1=3*(sizearr+1)/4;
var_1=(arr[var1]-arr[var1-1])*0.75;
var2=var_1+arr[var1-1];
}
return var2;
}
double in_quar_range(double arr[],int sizearr){
double iqr=un_third_quart(arr,sizearr)-un_first_quart(arr,sizearr);
return iqr;
}
double un_up_outlier(double arr[],int sizarr){
double uplimout=un_third_quart(arr,sizarr)+(1.5*in_quar_range(arr,sizarr));
return uplimout;
}
double un_lo_outlier(double arr[],int sizarr){
double lolimout=un_first_quart(arr,sizarr)-(1.5*in_quar_range(arr,sizarr));
return lolimout;
}