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JAM 2023 Confidential Mathematical Statistics (MS) 
MS 3/43 
Section A: Q.1 – Q.10 Carry ONE mark each. 
 
 
Q.1 
Let ?? =(
    1 -1   0
-1   2 -1
    0 -1   1
 ).  If a non-zero vector ?? =(?? ,?? ,?? )
?? ?R
3
 satisfies 
?? 6
?? =?? , then a subspace of  R
3
 that contains the vector ?? is 
(A)    {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0}  
(B)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(C)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(D)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? -?? =0} 
  
  
 
 
 
 
 
 
 
 
Page 2


JAM 2023 Confidential Mathematical Statistics (MS) 
MS 3/43 
Section A: Q.1 – Q.10 Carry ONE mark each. 
 
 
Q.1 
Let ?? =(
    1 -1   0
-1   2 -1
    0 -1   1
 ).  If a non-zero vector ?? =(?? ,?? ,?? )
?? ?R
3
 satisfies 
?? 6
?? =?? , then a subspace of  R
3
 that contains the vector ?? is 
(A)    {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0}  
(B)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(C)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(D)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? -?? =0} 
  
  
 
 
 
 
 
 
 
 
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 4/43 
Q.2 Let ?? =?? 1
?? 2
, where ?? 1
 and ?? 2
 are two 3×3  distinct matrices. Consider the 
following two statements: 
(I)  The rows of  ?? are linear combinations of rows of  ?? 2
. 
(II)  The columns of  ?? are linear combinations of columns of  ?? 1
. 
Then,  
(A) only (I) is TRUE 
(B) only (II) is TRUE 
(C) both (I) and (II) are TRUE 
(D) neither (I) nor (II) is TRUE 
  
  
Q.3 
Let  ?? ~ ?? 6,2
 and ?? ~ ?? 2,6
 . If ?? (?? =2)=
216
343
   and  ?? (?? =
1
2
)=?? , then 686?? equals 
(A) 246  
(B) 254  
(C) 260  
(D) 264  
Page 3


JAM 2023 Confidential Mathematical Statistics (MS) 
MS 3/43 
Section A: Q.1 – Q.10 Carry ONE mark each. 
 
 
Q.1 
Let ?? =(
    1 -1   0
-1   2 -1
    0 -1   1
 ).  If a non-zero vector ?? =(?? ,?? ,?? )
?? ?R
3
 satisfies 
?? 6
?? =?? , then a subspace of  R
3
 that contains the vector ?? is 
(A)    {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0}  
(B)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(C)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(D)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? -?? =0} 
  
  
 
 
 
 
 
 
 
 
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 4/43 
Q.2 Let ?? =?? 1
?? 2
, where ?? 1
 and ?? 2
 are two 3×3  distinct matrices. Consider the 
following two statements: 
(I)  The rows of  ?? are linear combinations of rows of  ?? 2
. 
(II)  The columns of  ?? are linear combinations of columns of  ?? 1
. 
Then,  
(A) only (I) is TRUE 
(B) only (II) is TRUE 
(C) both (I) and (II) are TRUE 
(D) neither (I) nor (II) is TRUE 
  
  
Q.3 
Let  ?? ~ ?? 6,2
 and ?? ~ ?? 2,6
 . If ?? (?? =2)=
216
343
   and  ?? (?? =
1
2
)=?? , then 686?? equals 
(A) 246  
(B) 254  
(C) 260  
(D) 264  
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 5/43 
Q.4 Let ?? ~ ?? 4,2
 . Then, ?? (?? =2) equals 
(A)  0.60  
(B)  0.62  
(C)  0.64  
(D)  0.66  
  
  
Q.5 
Let ?? 1
, ?? 2
,… be a sequence of ??.??.?? . random variables each having ?? (0,1) distribution. 
Let ?? be a random variable having the distribution function ?? . Suppose that  
lim
?? ?8
?? ( 
?? 1
+?? 2
+?? ?? 4
=?? )=?? (?? ),    for all  ?? ? R . 
Then, ?????? (?? ) equals 
(A) 
 
1
12
  
(B) 
 
1
32
  
(C) 
 
1
48
  
(D) 
 
1
64
  
Page 4


JAM 2023 Confidential Mathematical Statistics (MS) 
MS 3/43 
Section A: Q.1 – Q.10 Carry ONE mark each. 
 
 
Q.1 
Let ?? =(
    1 -1   0
-1   2 -1
    0 -1   1
 ).  If a non-zero vector ?? =(?? ,?? ,?? )
?? ?R
3
 satisfies 
?? 6
?? =?? , then a subspace of  R
3
 that contains the vector ?? is 
(A)    {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0}  
(B)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(C)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(D)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? -?? =0} 
  
  
 
 
 
 
 
 
 
 
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 4/43 
Q.2 Let ?? =?? 1
?? 2
, where ?? 1
 and ?? 2
 are two 3×3  distinct matrices. Consider the 
following two statements: 
(I)  The rows of  ?? are linear combinations of rows of  ?? 2
. 
(II)  The columns of  ?? are linear combinations of columns of  ?? 1
. 
Then,  
(A) only (I) is TRUE 
(B) only (II) is TRUE 
(C) both (I) and (II) are TRUE 
(D) neither (I) nor (II) is TRUE 
  
  
Q.3 
Let  ?? ~ ?? 6,2
 and ?? ~ ?? 2,6
 . If ?? (?? =2)=
216
343
   and  ?? (?? =
1
2
)=?? , then 686?? equals 
(A) 246  
(B) 254  
(C) 260  
(D) 264  
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 5/43 
Q.4 Let ?? ~ ?? 4,2
 . Then, ?? (?? =2) equals 
(A)  0.60  
(B)  0.62  
(C)  0.64  
(D)  0.66  
  
  
Q.5 
Let ?? 1
, ?? 2
,… be a sequence of ??.??.?? . random variables each having ?? (0,1) distribution. 
Let ?? be a random variable having the distribution function ?? . Suppose that  
lim
?? ?8
?? ( 
?? 1
+?? 2
+?? ?? 4
=?? )=?? (?? ),    for all  ?? ? R . 
Then, ?????? (?? ) equals 
(A) 
 
1
12
  
(B) 
 
1
32
  
(C) 
 
1
48
  
(D) 
 
1
64
  
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 6/43 
Q.6 Let ?? 1
, ?? 2
, ?? 3
 be a random sample from an ?? (?? ,1) distribution, where ?? ?R is an 
unknown parameter. Then, which one of the following conditional expectations  
does NOT depend on ?? ? 
(A) ?? (?? 1
+?? 2
-?? 3
 | ?? 1
+?? 2
)  
(B) ?? (?? 1
+?? 2
-?? 3
 | ?? 2
+?? 3
)  
(C) ?? (?? 1
+?? 2
-?? 3
 | ?? 1
-?? 3
)  
(D) ?? (?? 1
+?? 2
-?? 3
 | ?? 1
+?? 2
+?? 3
)  
  
  
Q.7 For the function ?? : R×R? R defined by  
?? (?? ,?? )=2?? 2
-???? -3?? 2
-3?? +7?? , 
the point (1,1) is 
(A)  a point of local maximum 
(B)  a point of local minimum 
(C)  a saddle point 
(D)  NOT a critical point 
Page 5


JAM 2023 Confidential Mathematical Statistics (MS) 
MS 3/43 
Section A: Q.1 – Q.10 Carry ONE mark each. 
 
 
Q.1 
Let ?? =(
    1 -1   0
-1   2 -1
    0 -1   1
 ).  If a non-zero vector ?? =(?? ,?? ,?? )
?? ?R
3
 satisfies 
?? 6
?? =?? , then a subspace of  R
3
 that contains the vector ?? is 
(A)    {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0}  
(B)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(C)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? +?? =0} 
(D)   {(?? ,?? ,?? )
?? ?R
3
:?? =0, ?? -?? =0} 
  
  
 
 
 
 
 
 
 
 
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 4/43 
Q.2 Let ?? =?? 1
?? 2
, where ?? 1
 and ?? 2
 are two 3×3  distinct matrices. Consider the 
following two statements: 
(I)  The rows of  ?? are linear combinations of rows of  ?? 2
. 
(II)  The columns of  ?? are linear combinations of columns of  ?? 1
. 
Then,  
(A) only (I) is TRUE 
(B) only (II) is TRUE 
(C) both (I) and (II) are TRUE 
(D) neither (I) nor (II) is TRUE 
  
  
Q.3 
Let  ?? ~ ?? 6,2
 and ?? ~ ?? 2,6
 . If ?? (?? =2)=
216
343
   and  ?? (?? =
1
2
)=?? , then 686?? equals 
(A) 246  
(B) 254  
(C) 260  
(D) 264  
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 5/43 
Q.4 Let ?? ~ ?? 4,2
 . Then, ?? (?? =2) equals 
(A)  0.60  
(B)  0.62  
(C)  0.64  
(D)  0.66  
  
  
Q.5 
Let ?? 1
, ?? 2
,… be a sequence of ??.??.?? . random variables each having ?? (0,1) distribution. 
Let ?? be a random variable having the distribution function ?? . Suppose that  
lim
?? ?8
?? ( 
?? 1
+?? 2
+?? ?? 4
=?? )=?? (?? ),    for all  ?? ? R . 
Then, ?????? (?? ) equals 
(A) 
 
1
12
  
(B) 
 
1
32
  
(C) 
 
1
48
  
(D) 
 
1
64
  
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 6/43 
Q.6 Let ?? 1
, ?? 2
, ?? 3
 be a random sample from an ?? (?? ,1) distribution, where ?? ?R is an 
unknown parameter. Then, which one of the following conditional expectations  
does NOT depend on ?? ? 
(A) ?? (?? 1
+?? 2
-?? 3
 | ?? 1
+?? 2
)  
(B) ?? (?? 1
+?? 2
-?? 3
 | ?? 2
+?? 3
)  
(C) ?? (?? 1
+?? 2
-?? 3
 | ?? 1
-?? 3
)  
(D) ?? (?? 1
+?? 2
-?? 3
 | ?? 1
+?? 2
+?? 3
)  
  
  
Q.7 For the function ?? : R×R? R defined by  
?? (?? ,?? )=2?? 2
-???? -3?? 2
-3?? +7?? , 
the point (1,1) is 
(A)  a point of local maximum 
(B)  a point of local minimum 
(C)  a saddle point 
(D)  NOT a critical point 
JAM 2023 Confidential Mathematical Statistics (MS) 
MS 7/43 
Q.8 Let ?? 1
, ?? 2
 and ?? 3
 be three events such that  
?? (?? 1
n?? 2
)=
1
4
  ,     ?? (?? 1
n?? 3
)=?? (?? 2
n?? 3
)=
1
5
   and     ?? (?? 1
n?? 2
n?? 3
)=
1
6
  . 
Then, among the events ?? 1
, ?? 2
 and ?? 3
, the probability that at least two events occur, 
equals 
(A) 
  
17
60
  
(B) 
  
23
60
  
(C) 
  
19
60
  
(D) 
  
29
60
  
  
  
 
 
 
 
 
 
 
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