Easy2Siksha.com
   2023
/  

(





)
 : 3   :100
 :     ,            
           

1.()    ,    : (i)  (ii)  (iii) 
()            
()  :


2.(a)   :


()

(ii)󰇛󰇜
(b)      :



3.()         :
Easy2Siksha.com

2029
3039
4049
5059

5
14
24
22

60-69
70-79
80-89

16
6
3
()
          ,   

    2,400  :
 (₹100 )
1020
2030
3040
4050
  
25
?
18
7

4.() 9            43  5
   63        ,  : (i)   (ii) 10
    
()       :

0–10
1020
2030
3040
4050
  
5
7
15
25
8
5.           :

1
2
3
4
5
6
7

10
18
30
25
12
3
2
6.     ,    :
X
23
26
33
30
29
34
27
36
32
30

41
44
47
39
34
30
29
28
31
37
 – D
Easy2Siksha.com
7.             
          :

  
  
  
   
6.5
500
10.8
560

2.8
124
8.2
148

4.7
69
13.4
78

10.9
38
10.8
25
8.6
49
13.4
20
8.        :

1
2
3
4
5
6
 ( )
200
220
260
?
350
430
Easy2Siksha.com
   2023
/  

(





)
 : 3   :100
 :     ,            
           

1.()    ,    : (i)  (ii)  (iii) 
()            
()  :


:1.()  ,   
                  
   :



         :
󷷑󷷒󷷓󷷔      
󷷑󷷒󷷓󷷔            
󷷑󷷒󷷓󷷔             
      
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(i) 
  
       
     :
󷷑󷷒󷷓󷷔                    
  :
     
    
10      
       { }   
:
A = {1, 2, 3, 4}
B = { , , }
  
        
󷄧󷄫 
    
:
32     
󷷑󷷒󷷓󷷔      ,  =
2󰊯 
      
:
   = {a, e, i, o, u}
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3󰊯 
    
:
   = {1, 2, 3, 4, …}
󷄧󷄮 
    
:
A = {1,2,3}
B = {3,2,1}
A = B (   )
󷄰󷄯
 A    B  , A, B   
:
A = {1,2}
B = {1,2,3,4}
AB
    
             =      = 
(ii) 
    :
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A = {1,2,3} B = {4,5,6}
     A   B     
  
 A   B      (a,b)      ,  a 

: = {1,2,3}  = {2,4,6}
: “  
 :
(1,2)
(2,4)
(3,6)
 A  B    
  
       
󷄧󷄫 
    
: A = {1,2,3}
:(1,1), (2,2), (3,3)
2󰊯 
 (a,b)  , (b,a)   
:  1, 2   , 2, 1    
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3󰊯 
 (a,b)  (b,c)  , (a,c)     
:  A, B     B, C   , A, C  
󷄧󷄮 
  :



: "   "
    
       :
      
     
   ()      
(iii) 
     
  
        A      B       
 :
󷷑󷷒󷷓󷷔    
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  
A = {1,2,3} B = {2,4,6}
: f(x) = 2x
 :
(1,2)
(2,4)
(3,6)
          
    
:(1,2)  (1,3)
 1   󽆱  
  
󷄧󷄫- 
-  - 
: f(x)=2x
2󰊯- 
-      
: f(x)=x²
(-2)² = 42² = 4
3󰊯 
           
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: A={1,2,3} B={2,4,6} f(x)=2x
B    
󷄧󷄮  
B    
    
 :
󷷑󷷒󷷓󷷔   
         ,           
   
1.()        
      
        
  
   
       

 y = f(x)  :
 
-   
 
-    
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     
  :
󷷑󷷒󷷓󷷔    :
f′(x) = 0
    = 0    ( )
  
f′(x)=0    , f″(x)   
 1: f″(x) < 0
     
󷷑󷷒󷷓󷷔
 2: f″(x) > 0
     
󷷑󷷒󷷓󷷔

  /   :
f(x) = x²
 1:   f′(x) = 2x
 = 0:2x = 0x = 0
 2:  
f″(x) = 2
 2 > 0
󷷑󷷒󷷓󷷔x=0  
:
f(0)=0
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   = (0,0)
   
     :
  
  
 /          :
  
  
1.()    
     :
lim(x→3) (x² − 9)/(x − 3)
 1:  
x=3  :
: 3² − 9 = 9 − 9 = 0
: 3 − 3 = 0
     :
0/0
  
    
 2:    
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x² − 9 = (x−3)(x+3)
     :
(x−3)(x+3)/(x−3)
(x−3)  :
= x + 3
 3:   
:
lim(x→3) (x+3)
x=3  :
= 3+3= 6
󷄧󼿒 :
lim(x→3) (x² − 9)/(x − 3) = 6
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2.(a)   :


()

(ii)󰇛󰇜
(b)      :


: ():  


                 
            ,          
 



(i)

,     ,        :

:
󰇛󰇜

        ,         
    :       ,    󰇛󰇛󰇜󰇜
 : .    .something󰇜

󰇛something󰇜

 : .   
󰇛

󰇜
   :


󰇛󰇜

   “2”    “1/2”    :


󰇛󰇜

         :
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


  !   ?       :    
  ,        
(ii)󰇛󰇜
   ,     ,  
 : .    .
󰇛
something󰇜
󰇛something󰇜
 : .   
󰇛

󰇜
:


󰇛󰇜
󰇛󰇜
 :


󰇛󰇜
!                ,
  "-5"   ,          :  
            
 ():  


             ,     
         :       ,  
     ,           () 

 1:  


:




        
 2:  
  
Easy2Siksha.com
         = 0   :


      :

󰇛
󰇜
󰇛󰇜󰇛
󰇜





:



  
 3:       
                
 (   )
      (  )

    :
:
󰇛󰇜
           
:

           
 4:     
Easy2Siksha.com
        :
:
󰇛󰇜
󰇛󰇜
󰇛󰇜

    
:

    (27):







   


   
    : " ,         ?" ,
  :
            /
   
        (    )
   
              
 
      -    
 
                
      ,  /    
      ,              -
         
Easy2Siksha.com

3.()         :

2029
3039
4049
5059

5
14
24
22

60-69
70-79
80-89

16
6
3
:
 ( )

2029
5
3039
14
4049
24
5059
22
6069
16
7079
6
8089
3
  :
5  20-29    
14  30-39   
24  40-49   
  
   ,           
   ,        
󷘹󷘴󷘵󷘶󷘷󷘸 1: 
( )  
         ( 20-29),       :
Midpoint
Lower limit + Upper limit
  :
Easy2Siksha.com


(x)
20–29 → (20+29)/2 = 24.5
30–39 → 34.5
40–49 → 44.5
50–59 → 54.5
60–69 → 64.5
70–79 → 74.5
80–89 → 84.5
󷘹󷘴󷘵󷘶󷘷󷘸 2:   
       ,        :
 (f)
 (x)
fx
fx²
      



fx
fx²
2029
5
24.5
122.5
600.25
3001.25
3039
14
34.5
483
1190.25
16663.5
4049
24
44.5
1068
1980.25
47526
5059
22
54.5
1199
2970.25
65345.5
6069
16
64.5
1032
4160.25
66564
7079
6
74.5
447
5550.25
33301.5
8089
3
84.5
253.5
7140.25
21420.75
󷘹󷘴󷘵󷘶󷘷󷘸 3:    
   :




󷄧󼿒 4:    
    :
Easy2Siksha.com





 ≈ 51.17
󷈷󷈸󷈹󷈺󷈻󷈼   ?
          51     
40-59   ,       
󷘹󷘴󷘵󷘶󷘷󷘸 5:     
    :


󰇛󰇜
   :





 :
󰇛
󰇜

:



  ≈ 14.21
Easy2Siksha.com
󷈷󷈸󷈹󷈺󷈻󷈼 
󷄧󼿒 = 51.17
󷄧󼿒  = 14.21
󹵍󹵉󹵎󹵏󹵐  (    )
         :
  ≈ 51
  ≈ 14
    :
󷷑󷷒󷷓󷷔       

   :
 and 
      40-69    
          
󷖤󷖥󷖦     
   :
󷷑󷷒󷷓󷷔  
    :
󷷑󷷒󷷓󷷔         
                  
  ≈ 14 →  
Easy2Siksha.com
󼩏󼩐󼩑      
   :
󷄧󷄫2     fx󷄧󷄭fx /Σf󷄧󷄮  :


󽆐󽆑󽆒󽆓󽆔󽆕
:





 :


󰇛󰇜


󽇐
       ,       51 ,
             14   
              -     
         ,    40  69   
Easy2Siksha.com
()
          ,   

    2,400  :
 (₹100 )
1020
2030
3040
4050
  
25
?
18
7
:             ( 0-10, 10-
20, )     ,           
     (20-30     )    
    ,      ₹2,400 
    :
 (₹100 )
010
1020
2030
3040
4050
  
5
25
?
18
7
 1:  
            
,                  
               
  
        :
Median
󰇭
󰇮
:
=     
=  (  )
=      
=    
=    (  )
 2:     
       ₹2,400     "₹100   "   
  :
0–10   ₹0–₹1,000
Easy2Siksha.com
10–20   ₹1,000–₹2,000
20–30   ₹2,000–₹3,000
30–40    ₹3,000–₹4,000
40–50    ₹4,000–₹5,000
₹2,400 20–30         
 3:   
   :
(20-30    ,  )
(  ,  20-30   ₹2000-₹3000 )
(   ,        )
(  )
(     )
 2400      :

󰇭

󰇮

 4:   
    2000  :

󰇭

󰇮

   1000    :


 5:     
 , . :



  :
Easy2Siksha.com



:

 6:  
 :


     :

    :



 7:  
 25 
     :
 (₹100 )
1020
2030
3040
4050
  
25
25
18
7
    
       -       
              ₹1,000  
 , ₹1,000  ₹2,000  ,           
,    (₹2,000-₹3,000)          
₹2,400   ₹2,000-₹3,000         
                 ₹2,400  
    
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     :         ,   
          ₹2,400  
   
        :
            
    ,        
         "" 
  ,           
 
                

 
                 
      : , , ,   " "     
          ,         
        

4.() 9            43  5
   63        ,  : (i)   (ii) 10
    
: 1    
   ,    :
 
Mean
Sum of observations
Number of observations
,
Sum Mean
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   ( )


=  
=   
= 

=      
           
 2 9      
  :  = 43,  = 9
,
Sum of 9 items 

  ,      = 387
 3    
  = 63
  :

    = 10
 4  
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New mean



󷄧󼿒  = 45
    (63)     43   45      :  
      
 5 9        
       :

  :   = 5 →  =  = 43n = 9

,



  :


,



    1849  :




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9   :



 9       = 16866
 6      
  = 63


    :

10   :


 7   
    :

  : n = 10,  = 45,     = 20835
,






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󷄧󼿒   ≈ 7.65
 
(i)   = 45
(ii)    ≈ 7.65
 
           :
    
        
  :
 43   45 
  5   7.65 
        
()       :

0–10
1020
2030
3040
4050
  
5
7
15
25
8
: 1:   
   ,     :
GM antilog

:
=  (     )
=      
=  (  )
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    :
1.       
2.      
3.       
4.    
5.   
6.      
 2:  
 
   ,          
0–10 →  = 5
10–20 →  = 15
20–30 →  = 25
30–40 →  = 35
40–50 →  = 45
  : 5, 15, 25, 35, 45.
 3:     
          :


(x)
 (f)
(x) ()
f·log(x)
010
5
5
0.6990
3.495
1020
15
7
1.1761
8.2327
2030
25
15
1.3979
20.9685
3040
35
25
1.5441
38.6025
4050
45
8
1.6532
13.2256
 4:   f·log(x)  

  󰇛󰇜
 5:   




  :
GM antilog󰇛󰇜
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    :

GM 
 6:  
     :
GM 
5.           :

1
2
3
4
5
6
7

10
18
30
25
12
3
2
:󹵍󹵉󹵎󹵏󹵐  
 (x)
1
2
3
4
5
6
7
 (f)
10
18
30
25
12
3
2
     
󼪔󼪕󼪖󼪗󼪘󼪙    
    :
Sk
Mean Mode
Standard Deviation
      :
1. 
2. 
3.  
  -     
󽆛󽆜󽆝󽆞󽆟 1:   
Easy2Siksha.com
:


   :


fx
1
10
10
2
18
36
3
30
90
4
25
100
5
12
60
6
3
18
7
2
14
  :


:



󷄧󼿒 = 3.28
󽆛󽆜󽆝󽆞󽆟 2:    
 =    
 :
10, 18, 30, 25, 12, 3, 2
  = 30, x = 3 
󷄧󼿒 = 3
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󽆛󽆜󽆝󽆞󽆟 3:    
:
󰇛󰇜

  = 3.28     
   :


x−3.28
(x−3.28)²
f(x−3.28)²
1
10
−2.28
5.1984
51.984
2
18
−1.28
1.6384
29.491
3
30
−0.28
0.0784
2.352
4
25
0.72
0.5184
12.96
5
12
1.72
2.9584
35.501
6
3
2.72
7.3984
22.195
7
2
3.72
13.8384
27.677
     :
󰇛󰇜
 (approx)
  100    :


 (approx)
󷄧󼿒  = 1.35
󽆛󽆜󽆝󽆞󽆟 4:  '
:
Sk
Mean Mode
  :
Easy2Siksha.com
Sk




 (approx)
󷄧󼿒 
Karl Pearson’s coefficient of skewness 
󷘹󷘴󷘵󷘶󷘷󷘸 (   )
   :
󷷑󷷒󷷓󷷔     
󷷑󷷒󷷓󷷔     
󷷑󷷒󷷓󷷔 > 
      (4-7 )  
 
󷇍󷇎󷇏󷇐󷇑󷇒 
   100  1  7        
    3  4      6  7    
          , 3  3.28 
6.     ,    :
X
23
26
33
30
29
34
27
36
32
30

41
44
47
39
34
30
29
28
31
37
: 1:  
             ,  
(     )  (    )   :
Easy2Siksha.com
1. :
2. :
              
 2:   
 , , , ,             

X

XY
23
41
529
943
26
44
676
1144
33
47
1089
1551
30
39
900
1170
29
34
841
986
34
30
1156
1020
27
29
729
783
36
28
1296
1008
32
31
1024
992
30
37
900
1110
   :







 3: X  Y  








   , 
 4:  
:




󰇛
󰇜
Easy2Siksha.com
  :





󰇛
󰇜








 5: X  Y   
  :

󰇛
󰇜
󰇛󰇜
 :


   :

 6:  
:




󰇛
󰇜












 7: Y  X   
  :

󰇛
󰇜
󰇛󰇜
Easy2Siksha.com
 :


   :

 8:  
    :
1. :

2. :

 – D
7.             
          :

  
  
  
   
6.5
500
10.8
560

2.8
124
8.2
148

4.7
69
13.4
78

10.9
38
10.8
25
8.6
49
13.4
20
:󷈷󷈸󷈹󷈺󷈻󷈼     ?
         ,        

    :
   ()        
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   ()        
             :
󷷑󷷒󷷓󷷔      
Fisher Price Index
      ,       
󼫹󼫺 1:     

p₀
q₀
p₁
q₁
6.5
500
10.8
560

2.8
124
8.2
148

4.7
69
13.4
78

10.9
38
10.8
25
8.6
49
13.4
20

p₀ =  
q₀ =  
p₁ =  
q₁ =  
󽆛󽆜󽆝󽆞󽆟 2:     
 :

p₀q₀ = 6.5×500 = 3250
p₁q₀ = 10.8×500 = 5400
p₀q₁ = 6.5×560 = 3640
p₁q₁ = 10.8×560 = 6048

Easy2Siksha.com
p₀q₀ = 2.8×124 = 347.2
p₁q₀ = 8.2×124 = 1016.8
p₀q₁ = 2.8×148 = 414.4
p₁q₁ = 8.2×148 = 1213.6

p₀q₀ = 4.7×69 = 324.3
p₁q₀ = 13.4×69 = 924.6
p₀q₁ = 4.7×78 = 366.6
p₁q₁ = 13.4×78 = 1045.2

p₀q₀ = 10.9×38 = 414.2
p₁q₀ = 10.8×38 = 410.4
p₀q₁ = 10.9×25 = 272.5
p₁q₁ = 10.8×25 = 270
p₀q₀ = 8.6×49 = 421.4
p₁q₀ = 13.4×49 = 656.6
p₀q₁ = 8.6×20 = 172
p₁q₁ = 13.4×20 = 268
󹵍󹵉󹵎󹵏󹵐 3:   








󹵈󹵉󹵊 4:      
  






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  






󽇐 5: '  



󷄧󼿒'    = 179.24
:
󷷑󷷒󷷓󷷔         79.24%   
󷄧󹹯󹹰 6:   
             :


       , :










  :


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     
󷄧󹹨󹹩 7:   
   :
Price Index Quantity Index Value Index
:





   :










    

   
󷘹󷘴󷘵󷘶󷘷󷘸 
     = 179.24
:


    
Easy2Siksha.com
   
,               

8.        :

1
2
3
4
5
6
 ( )
200
220
260
?
350
430
:

1
2
3
4
5
6
 ( )
200
220
260
?
350
430
          
 1:   
                   
          :      
 ,             
,                
     ( 1, 2, 3, …)
 2:    
  :

󰇛󰇜

󰇛󰇜󰇛󰇜

:
=   ( 1 )

=      ( 4)
=   ( 1)
=      (, 1 )

= 
Easy2Siksha.com
 3:   
      

 (y)
Δy
Δ²y
Δ³y
Δ⁴y
1
200
20
20
-10
70
2
220
40
10
60
3
260
?
?
4
?
?
5
350
80
6
430
,    :
 1   2 : Δy = 220 - 200 = 20
     : Δy = 260 - 220 = 40
      (       ,     
   ): Δy = 350 - 260 = 90
 5   6 : Δy = 430 - 350 = 80
   : 20, 40, 90, 80.
  :
40 - 20 = 20
90 - 40 = 50
80 - 90 = -10
  : 20, 50, -10.
 :
50 - 20 = 30
-10 - 50 = -60
  : 30, -60
 :
-60 - 30 = -90
 4:   
  4  :
, ,

Easy2Siksha.com


  :
󰇛󰇜󰇛󰇜
󰇛󰇜
󰇛󰇜
󰇛󰇜󰇛󰇜
󰇛󰇜
󰇛󰇜󰇛󰇜󰇛󰇜

󰇛󰇜
    :
 : 200
 : 3 × 20 = 60
 : (3 × 2 / 2) × 20 = 3 × 20 = 60
 : (3 × 2 × 1/6) × 30 = 1 × 30 = 30
     ( ×0 )
  :

 5:  
 4     :
Production 󰇛󰇜
               
        ,     