840
tmi3<>.<>pm<>20 21 94 23 20 20 23 
.<>2<>.<>8 94 15 95 8 27 11 
.<>1<>.<>6 94 14 95 6 27 8 
2<>.<>1<>5 15 94 14 11 5 6 
handling<>.<>sh<>4 4 94 4 4 4 4 
.<>pm<>s<>4 94 23 4 23 4 4 
.<>This<>test<>4 94 6 8 6 5 4 
of<>tmi3<>.<>4 14 21 95 4 6 20 
This<>test<>checks<>4 6 8 9 4 4 4 
number<>of<>trigrams<>3 3 14 5 3 3 3 
.<>pm<>by<>3 94 23 6 23 3 3 
if<>tmi3<>.<>3 4 21 95 3 3 20 
4<>16<>13<>3 11 4 5 3 3 3 
.<>umn<>.<>3 94 3 95 3 27 3 
umn<>.<>edu<>3 3 94 3 3 3 3 
total<>number<>of<>3 5 3 14 3 3 3 
Testing<>tmi3<>.<>3 6 21 95 3 4 20 
d<>.<>umn<>3 3 94 3 3 3 3 
checks<>if<>tmi3<>3 9 4 21 3 3 3 
16<>13<>23<>3 4 5 3 3 3 3 
:<>Testing<>tmi3<>3 18 5 21 4 3 3 
the<>command<>prompt<>2 30 2 2 2 2 2 
of<>trigrams<>.<>2 14 5 95 3 6 3 
two<>three<>four<>2 8 6 3 5 2 2 
.<>sh<>at<>2 94 4 2 4 2 2 
.<>pm<>should<>2 94 23 8 23 2 2 
s<>response<>to<>2 4 2 7 2 2 2 
the<>frequencies<>are<>2 30 2 7 2 2 2 
warning<>that<>the<>2 3 10 30 3 2 2 
Phase<>1<>:<>2 4 14 18 2 4 3 
.<>pm<>.<>2 94 23 95 23 27 2 
.<>Following<>is<>2 94 2 10 2 4 2 
an<>error<>when<>2 3 6 5 3 2 2 
for<>this<>phase<>2 16 6 2 3 2 2 
behaviour<>under<>normal<>2 2 2 5 2 2 2 
sh<>.<>To<>2 4 94 2 2 2 2 
the<>total<>number<>2 30 5 3 2 2 3 
.<>pm<>is<>2 94 23 10 23 4 2 
.<>This<>script<>2 94 6 6 6 2 2 
a<>warning<>that<>2 16 3 10 2 2 3 
cannot<>exceed<>the<>2 3 2 30 2 2 2 
marginal<>totals<>.<>2 4 2 95 2 2 2 
this<>phase<>is<>2 6 2 10 2 2 2 
This<>script<>performs<>2 6 6 2 2 2 2 
sh<>at<>the<>2 4 2 30 2 2 2 
2<>:<>Testing<>2 15 18 5 3 2 4 
.<>sh<>.<>2 94 4 95 4 27 2 
23<>4<>9<>2 3 11 3 2 3 2 
:<>tmi3<>.<>2 18 21 95 2 3 20 
Phase<>2<>:<>2 4 15 18 2 4 3 
test<>checks<>for<>2 8 9 15 4 2 2 
test<>checks<>if<>2 8 9 4 4 2 3 
:<>We<>have<>2 18 4 5 2 2 2 
The<>script<>for<>2 10 6 15 2 2 2 
this<>script<>,<>2 6 6 15 2 2 2 
.<>sub<>1<>2 94 3 14 3 4 2 
:<>The<>script<>2 18 10 6 4 2 2 
.<>3<>.<>2 94 5 95 2 27 2 
pm<>s<>response<>2 23 4 2 4 2 2 
contained<>in<>this<>2 2 9 6 2 2 2 
error<>handling<>.<>2 6 4 95 2 2 4 
1<>:<>Testing<>2 14 18 5 3 2 4 
three<>four<>4<>2 6 3 11 2 3 2 
13<>23<>4<>2 5 3 11 3 4 2 
the<>frequency<>value<>2 30 6 6 3 2 3 
tests<>contained<>in<>2 3 2 9 2 2 2 
trigram<>should<>elicit<>2 8 8 2 3 2 2 
pm<>s<>behaviour<>2 23 4 2 4 2 2 
.<>Phase<>2<>2 94 4 15 3 3 2 
test<>2<>.<>2 8 15 95 2 3 11 
prompt<>.<>This<>2 2 94 6 2 2 6 
11<>two<>three<>2 4 8 6 2 2 5 
for<>backward<>compatibility<>2 16 2 2 2 2 2 
four<>4<>16<>2 3 11 4 2 2 3 
.<>pl<>.<>2 94 2 95 2 27 2 
script<>for<>this<>2 6 16 6 2 2 3 
9<>11<>two<>2 3 4 8 3 2 2 
of<>the<>trigram<>2 14 30 8 3 2 2 
.<>To<>run<>2 94 2 2 2 2 2 
normal<>handling<>.<>2 5 4 95 2 3 4 
the<>tests<>contained<>2 30 3 2 2 2 2 
script<>,<>type<>2 6 15 2 2 2 2 
response<>to<>erroneous<>2 2 7 3 2 2 2 
run<>the<>tests<>2 2 30 3 2 2 2 
2<>.<>sub<>2 15 94 3 11 2 3 
statistic<>.<>pl<>2 2 94 2 2 2 2 
under<>normal<>conditions<>2 2 5 5 2 2 2 
conditions<>:<>The<>2 5 18 10 2 2 4 
at<>the<>command<>2 2 30 2 2 2 2 
throw<>an<>error<>2 2 3 6 2 2 3 
s<>behaviour<>under<>2 4 2 2 2 2 2 
4<>9<>11<>2 11 3 4 2 2 3 
command<>prompt<>.<>2 2 2 95 2 2 2 
to<>erroneous<>conditions<>2 7 3 5 2 2 3 
when<>the<>frequencies<>2 5 30 2 2 2 2 
that<>the<>frequency<>2 10 30 6 2 3 3 
in<>this<>script<>2 9 6 6 2 2 2 
To<>run<>the<>2 2 2 30 2 2 2 
,<>have<>been<>1 15 5 2 1 1 1 
in<>that<>they<>1 9 10 3 1 1 1 
divided<>the<>testing<>1 1 30 2 1 1 1 
Modified<>for<>ll3<>1 2 16 1 2 1 1 
provide<>the<>scripts<>1 1 30 1 1 1 1 
marginal<>value<>since<>1 4 6 1 1 1 1 
4<>.<>Subtest<>1 11 94 5 2 1 5 
that<>tmi3<>.<>1 10 21 95 1 1 20 
one<>two<>three<>1 3 8 6 2 1 5 
.<>pm<>has<>1 94 23 3 23 1 1 
correct<>.<>3<>1 1 94 5 1 1 2 
trigrams<>.<>2<>1 5 94 15 3 1 8 
value<>of<>the<>1 6 14 30 1 2 3 
by<>Satanjeev<>Banerjee<>1 6 1 1 1 1 1 
7<>7<>two<>1 3 3 8 1 1 1 
and<>test<>2<>1 6 8 15 1 1 2 
13<>23<>40<>1 5 3 1 3 1 1 
to<>check<>for<>1 7 1 15 1 1 1 
see<>if<>the<>1 2 4 30 1 1 1 
14<>15<>11<>1 3 1 4 1 1 1 
1<>a<>.<>1 14 16 95 1 2 1 
:<>Statistical<>library<>1 18 1 2 1 1 1 
sub<>1<>b<>1 3 14 2 2 1 1 
required<>,<>however<>1 1 15 1 1 1 1 
the<>sixth<>trigram<>1 30 1 8 1 1 1 
grams<>.<>2<>1 2 94 15 2 1 8 
of<>the<>aspects<>1 14 30 1 3 1 1 
in<>the<>file<>1 9 30 2 2 1 1 
pm<>should<>throw<>1 23 8 2 2 1 1 
two<>three<>one<>1 8 6 3 5 1 1 
.<>59<>.<>1 94 1 95 1 27 1 
newer<>versions<>.<>1 1 2 95 1 1 1 
3<>D<>table<>1 5 1 1 1 1 1 
larger<>n<>grams<>1 1 1 2 1 1 1 
only<>for<>trigrams<>1 1 16 5 1 1 1 
the<>6<>marginal<>1 30 2 4 1 1 1 
13<>19<>4<>1 5 1 11 1 4 1 
case<>,<>various<>1 1 15 1 1 1 1 
these<>are<>not<>1 2 7 4 1 1 1 
for<>trigrams<>.<>1 16 5 95 1 4 3 
38<>14<>13<>1 2 3 5 1 1 2 
pm<>by<>Satanjeev<>1 23 6 1 3 1 1 
to<>see<>what<>1 7 2 1 2 1 1 
implements<>the<>true<>1 1 30 1 1 1 1 
package<>tmi3<>.<>1 2 21 95 1 1 20 
b<>checks<>the<>1 2 9 30 1 1 2 
are<>not<>provided<>1 7 4 2 1 1 1 
description<>of<>the<>1 1 14 30 1 1 3 
two<>things<>:<>1 8 1 18 1 1 1 
error<>.<>2<>1 6 94 15 2 1 8 
pm<>that<>we<>1 23 10 1 1 1 1 
be<>1<>or<>1 7 14 2 1 1 1 
a<>marginal<>value<>1 16 4 6 1 3 1 
pm<>Original<>Test<>1 23 1 1 1 1 1 
.<>pm<>throws<>1 94 23 1 23 1 1 
by<>itself<>,<>1 6 1 15 1 1 1 
later<>versions<>of<>1 1 2 14 1 1 1 
things<>:<>First<>1 1 18 1 1 1 1 
should<>be<>calculated<>1 8 7 1 3 1 1 
pm<>.<>The<>1 23 94 10 2 1 5 
three<>one<>16<>1 6 3 4 1 1 1 
a<>statistical<>library<>1 16 1 2 1 1 1 
ll3<>.<>pm<>1 1 94 23 1 1 23 
a<>different<>order<>1 16 1 4 1 1 1 
when<>provided<>with<>1 5 2 1 1 1 1 
.<>Phase<>1<>1 94 4 14 3 4 2 
too<>.<>It<>1 2 94 1 1 1 1 
the<>trigram<>,<>1 30 8 15 2 2 1 
values<>:<>the<>1 2 18 30 1 1 1 
Test<>Scripts<>for<>1 1 1 15 1 1 1 
table<>.<>If<>1 1 94 2 1 1 2 
three<>five<>4<>1 6 1 11 1 3 1 
checks<>the<>situation<>1 9 30 1 2 1 1 
a<>checks<>to<>1 16 9 7 1 1 1 
16<>14<>13<>1 4 3 5 1 1 2 
.<>File<>tmi3<>1 94 1 21 1 1 1 
given<>in<>a<>1 1 9 16 1 1 3 
1<>.<>1<>1 14 94 14 8 1 6 
checks<>the<>actual<>1 9 30 1 2 1 1 
Subtest<>a<>checks<>1 5 16 9 1 1 1 
not<>provided<>,<>1 4 2 15 1 1 1 
not<>have<>a<>1 4 5 16 1 1 1 
compatibility<>of<>newer<>1 2 14 1 1 1 1 
five<>4<>16<>1 1 11 4 1 1 3 
been<>tested<>for<>1 2 4 15 1 1 2 
default<>order<>.<>1 2 4 95 2 1 3 
have<>a<>negative<>1 5 16 2 1 1 1 
we<>have<>tested<>1 1 5 4 1 1 2 
:<>Phase<>1<>1 18 4 14 1 1 2 
checked<>manually<>to<>1 1 1 7 1 1 1 
that<>we<>have<>1 10 1 5 1 1 1 
Package<>version<>0<>1 1 1 1 1 1 1 
the<>actual<>calculations<>1 30 1 1 1 1 1 
13th<>February<>,<>1 1 1 15 1 1 1 
file<>should<>be<>1 2 8 7 1 1 3 
it<>exceeds<>the<>1 3 1 30 1 2 1 
reqd<>,<>have<>1 2 15 5 1 1 1 
.<>4<>.<>1 94 11 95 1 27 2 
Subtest<>2<>:<>1 5 15 18 1 4 3 
value<>since<>it<>1 6 1 3 1 1 1 
Testing<>:<>We<>1 6 18 4 1 1 2 
testing<>so<>that<>1 2 1 10 1 1 1 
If<>these<>are<>1 2 2 7 1 1 1 
when<>passed<>a<>1 5 2 16 1 1 1 
.<>edu<>25th<>1 94 3 1 3 1 1 
a<>program<>by<>1 16 1 6 1 1 1 
test<>1<>.<>1 8 14 95 1 3 8 
be<>calculated<>for<>1 7 1 15 1 2 1 
what<>happens<>when<>1 1 1 5 1 1 1 
tested<>.<>We<>1 4 94 4 1 1 2 
tri<>grams<>.<>1 1 2 95 1 1 2 
Testing<>for<>tmi3<>1 6 16 21 1 1 2 
.<>Subtest<>2<>1 94 5 15 5 3 1 
Purandare<>pura0010<>d<>1 1 1 3 1 1 1 
19<>4<>7<>1 1 11 3 1 1 1 
manually<>to<>see<>1 1 7 2 1 1 2 
must<>not<>have<>1 1 4 5 1 1 1 
pm<>,<>a<>1 23 15 16 1 1 1 
be<>valid<>in<>1 7 1 9 1 1 1 
sub<>1<>a<>1 3 14 16 2 1 1 
Conclusions<>:<>Statistical<>1 1 18 1 1 1 1 
performs<>a<>single<>1 2 16 1 1 1 1 
statistical<>library<>package<>1 1 2 2 1 1 2 
38<>cannot<>exceed<>1 2 3 2 1 1 2 
subtests<>:<>2<>1 1 18 15 1 1 1 
by<>Ted<>Pedersen<>1 6 1 1 1 1 1 
:<>The<>total<>1 18 10 5 4 1 1 
used<>for<>testing<>1 2 16 2 1 1 1 
tests<>can<>be<>1 3 2 7 1 1 2 
File<>tmi3<>.<>1 1 21 95 1 1 20 
files<>,<>test<>1 2 15 8 1 1 2 
The<>next<>trigram<>1 10 1 8 1 5 1 
frequencies<>are<>in<>1 2 7 9 2 1 2 
the<>scores<>obtained<>1 30 1 1 1 1 1 
40<>9<>11<>1 1 3 4 1 1 3 
Ted<>Pedersen<>tpederse<>1 1 1 1 1 1 1 
can<>be<>used<>1 2 7 2 2 1 1 
order<>and<>subtest<>1 4 6 2 1 1 1 
and<>normal<>operations<>1 6 5 1 1 1 1 
should<>throw<>an<>1 8 2 3 1 1 2 
totals<>.<>The<>1 2 94 10 2 1 5 
provided<>with<>larger<>1 2 1 1 1 1 1 
pura0010<>d<>.<>1 1 3 95 1 1 3 
does<>indeed<>throw<>1 1 1 2 1 1 1 
checks<>for<>this<>1 9 16 6 2 1 3 
zero<>.<>2<>1 1 94 15 1 1 8 
.<>Second<>it<>1 94 1 3 1 1 1 
or<>equal<>to<>1 2 1 7 1 1 1 
measure<>of<>association<>1 1 14 1 1 1 1 
the<>marginal<>totals<>1 30 4 2 2 1 2 
Pedersen<>tpederse<>d<>1 1 1 3 1 1 1 
the<>true<>mutual<>1 30 1 1 1 1 1 
passed<>to<>tmi3<>1 2 7 21 1 1 1 
single<>subtest<>that<>1 1 2 10 1 1 1 
elicit<>a<>warning<>1 2 16 3 1 2 2 
since<>it<>exceeds<>1 1 3 1 1 1 1 
three<>2<>14<>1 6 15 3 1 1 1 
D<>table<>.<>1 1 1 95 1 1 1 
in<>any<>order<>1 9 1 4 1 1 1 
4<>:<>The<>1 11 18 10 1 1 4 
trigrams<>in<>the<>1 5 9 30 1 1 2 
been<>checked<>manually<>1 2 1 1 1 1 1 
various<>warnings<>are<>1 1 2 7 1 1 1 
All<>three<>frequency<>1 1 6 6 1 1 1 
script<>performs<>a<>1 6 2 16 2 1 1 
sixth<>trigram<>has<>1 1 8 3 1 1 2 
trigrams<>value<>that<>1 5 6 10 1 1 1 
.<>Introduction<>:<>1 94 1 18 1 3 1 
.<>pm<>Original<>1 94 23 1 23 1 1 
that<>they<>should<>1 10 3 8 1 1 1 
0<>.<>59<>1 1 94 1 1 1 1 
frequency<>value<>38<>1 6 6 2 3 1 1 
The<>output<>target<>1 10 1 1 1 1 1 
are<>required<>,<>1 7 1 15 1 1 1 
throws<>an<>error<>1 1 3 6 1 1 3 
conditions<>and<>normal<>1 5 6 5 1 1 1 
pm<>has<>been<>1 23 3 2 1 1 1 
,<>tmi3<>.<>1 15 21 95 1 1 20 
check<>for<>backward<>1 1 16 2 1 1 2 
actual<>calculations<>of<>1 1 1 14 1 1 1 
for<>this<>error<>1 16 6 6 3 1 1 
exceeds<>the<>total<>1 1 30 5 1 1 2 
.<>reqd<>,<>1 94 2 15 2 2 1 
when<>they<>are<>1 5 3 7 1 1 1 
problems<>and<>should<>1 1 6 8 1 1 1 
13<>21<>4<>1 5 1 11 1 4 1 
We<>test<>here<>1 4 8 1 1 1 1 
n<>grams<>.<>1 1 2 95 1 1 2 
totals<>.<>If<>1 2 94 2 2 1 2 
type<>error<>handling<>1 2 6 4 1 2 2 
any<>order<>.<>1 1 4 95 1 1 3 
be<>in<>any<>1 7 9 1 1 1 1 
.<>The<>fourth<>1 94 10 1 5 1 1 
1<>.<>4<>1 14 94 11 8 1 1 
3<>.<>Conclusions<>1 5 94 1 2 1 1 
,<>a<>component<>1 15 16 1 1 1 1 
type<>normal<>handling<>1 2 5 4 1 2 2 
,<>test<>2<>1 15 8 15 2 1 2 
order<>.<>All<>1 4 94 1 3 1 1 
error<>.<>This<>1 6 94 6 2 1 6 
subtest<>b<>checks<>1 2 2 9 1 2 1 
edu<>25th<>July<>1 3 1 1 1 1 1 
library<>package<>that<>1 2 2 10 2 1 1 
35<>one<>two<>1 1 3 8 1 1 2 
is<>meant<>only<>1 10 1 1 1 1 1 
values<>are<>required<>1 2 7 1 1 1 1 
no<>problems<>and<>1 1 1 6 1 1 1 
by<>tmi3<>.<>1 6 21 95 1 1 20 
first<>trigram<>should<>1 1 8 8 1 1 3 
tmi3<>by<>Ted<>1 21 6 1 1 1 1 
backward<>compatibility<>of<>1 2 2 14 2 1 1 
file<>,<>test<>1 2 15 8 1 1 2 
for<>.<>The<>1 16 94 10 1 1 5 
so<>that<>later<>1 1 10 1 1 1 1 
library<>package<>tmi3<>1 2 2 21 2 1 1 
is<>not<>the<>1 10 4 30 2 1 1 
pm<>by<>Amruta<>1 23 6 1 3 1 1 
negative<>value<>for<>1 2 6 15 1 1 1 
1<>.<>2<>1 14 94 15 8 1 8 
1<>.<>Phase<>1 14 94 4 8 1 3 
error<>when<>passed<>1 6 5 2 2 1 1 
is<>not<>a<>1 10 4 16 2 1 1 
phase<>is<>error<>1 2 10 6 2 1 1 
different<>order<>.<>1 1 4 95 1 1 3 
one<>two<>four<>1 3 8 3 2 1 1 
have<>been<>checked<>1 5 2 1 1 1 1 
8<>5<>two<>1 1 2 8 1 1 1 
and<>should<>be<>1 6 8 7 1 1 3 
,<>test<>1<>1 15 8 14 2 2 1 
14<>13<>21<>1 3 5 1 2 1 1 
pm<>.<>This<>1 23 94 6 2 1 6 
subtest<>that<>checks<>1 2 10 9 1 2 1 
for<>these<>warnings<>1 16 2 2 1 1 1 
they<>are<>in<>1 3 7 9 1 1 2 
it<>checks<>the<>1 3 9 30 2 2 2 
Subtest<>4<>:<>1 5 11 18 1 4 1 
Original<>Test<>Scripts<>1 1 1 1 1 1 1 
,<>2003<>1<>1 15 1 14 1 2 1 
testing<>into<>two<>1 2 2 8 1 1 1 
,<>the<>sixth<>1 15 30 1 1 1 1 
.<>pm<>does<>1 94 23 1 23 1 1 
pm<>implements<>the<>1 23 1 30 1 1 1 
features<>of<>tmi3<>1 1 14 21 1 1 4 
2<>.<>Phase<>1 15 94 4 11 1 3 
Second<>it<>checks<>1 1 3 9 1 1 2 
cnt<>:<>35<>1 1 18 1 1 1 1 
If<>this<>is<>1 2 6 10 1 1 1 
be<>tested<>for<>1 7 4 15 1 2 2 
frequency<>values<>:<>1 6 2 18 2 1 1 
the<>input<>file<>1 30 1 2 1 1 1 
for<>ll3<>.<>1 16 1 95 1 4 1 
The<>third<>trigram<>1 10 1 8 1 5 1 
scores<>obtained<>are<>1 1 1 7 1 1 1 
non<>default<>order<>1 1 2 4 1 1 2 
Banerjee<>bane0025<>d<>1 1 1 3 1 1 1 
checks<>two<>things<>1 9 8 1 1 1 1 
pm<>is<>not<>1 23 10 4 2 1 2 
,<>2002<>Modified<>1 15 1 2 1 1 1 
they<>should<>represent<>1 3 8 1 1 1 1 
for<>testing<>so<>1 16 2 1 1 1 1 
pm<>requires<>7<>1 23 1 3 1 1 1 
two<>three<>2<>1 8 6 15 5 1 1 
2<>14<>15<>1 15 3 1 1 1 1 
4<>.<>cnt<>1 11 94 1 2 1 1 
operations<>too<>.<>1 1 2 95 1 1 1 
The<>first<>trigram<>1 10 1 8 1 5 1 
.<>Subtest<>3<>1 94 5 5 5 1 1 
!<>These<>tests<>1 1 1 3 1 1 1 
equal<>to<>zero<>1 1 7 1 1 1 1 
,<>it<>checks<>1 15 3 9 1 1 2 
files<>used<>for<>1 2 2 15 1 1 1 
trigram<>has<>too<>1 8 3 2 2 1 1 
2002<>Modified<>for<>1 1 2 15 1 1 2 
frequency<>value<>cannot<>1 6 6 3 3 1 1 
9<>11<>The<>1 3 4 10 3 1 1 
is<>less<>than<>1 10 1 1 1 1 1 
can<>be<>tested<>1 2 7 4 2 1 1 
the<>frequency<>of<>1 30 6 14 3 3 1 
,<>type<>error<>1 15 2 6 2 1 1 
.<>It<>works<>1 94 1 2 1 2 1 
trigram<>,<>and<>1 8 15 6 1 1 1 
Subtest<>1<>:<>1 5 14 18 1 4 3 
a<>frequency<>value<>1 16 6 6 1 3 3 
exceed<>the<>total<>1 2 30 5 2 1 2 
happens<>when<>the<>1 1 5 30 1 1 2 
compatibility<>.<>2<>1 2 94 15 1 1 8 
test<>here<>the<>1 8 1 30 1 1 1 
.<>Subtest<>4<>1 94 5 11 5 2 1 
First<>,<>it<>1 1 15 3 1 1 1 
that<>a<>frequency<>1 10 16 6 1 3 1 
pm<>can<>be<>1 23 2 7 1 2 2 
trigrams<>.<>This<>1 5 94 6 3 1 6 
the<>marginal<>total<>1 30 4 5 2 1 1 
version<>0<>.<>1 1 1 95 1 1 1 
association<>for<>3<>1 1 16 5 1 1 1 
thrown<>by<>tmi3<>1 1 6 21 1 1 1 
3<>.<>Subtest<>1 5 94 5 2 1 5 
.<>All<>three<>1 94 1 6 1 1 1 
conditions<>.<>2<>1 5 94 15 2 1 8 
frequency<>value<>of<>1 6 6 14 3 1 1 
situation<>when<>they<>1 1 5 3 1 1 1 
be<>negative<>.<>1 7 2 95 1 1 1 
tested<>for<>backward<>1 4 16 2 2 1 2 
should<>be<>valid<>1 8 7 1 3 1 1 
input<>file<>,<>1 1 2 15 1 1 1 
11<>5<>4<>1 4 2 11 1 1 1 
.<>The<>output<>1 94 10 1 5 1 1 
backward<>compatibility<>.<>1 2 2 95 2 1 1 
The<>total<>number<>1 10 5 3 1 1 3 
are<>in<>a<>1 7 9 16 2 1 3 
pm<>does<>indeed<>1 23 1 1 1 1 1 
two<>four<>38<>1 8 3 2 1 1 1 
one<>16<>14<>1 3 4 3 1 1 1 
trigram<>has<>no<>1 8 3 1 2 1 1 
warning<>that<>a<>1 3 10 16 3 1 1 
.<>Note<>that<>1 94 1 10 1 2 1 
are<>correct<>.<>1 7 1 95 1 1 1 
7<>frequency<>values<>1 3 6 2 1 1 2 
.<>The<>next<>1 94 10 1 5 1 1 
.<>We<>provide<>1 94 4 1 2 1 1 
to<>tmi3<>.<>1 7 21 95 1 2 20 
be<>used<>to<>1 7 2 7 1 1 1 
information<>measure<>of<>1 1 1 14 1 1 1 
have<>tested<>.<>1 5 4 95 2 1 1 
a<>component<>of<>1 16 1 14 1 2 1 
and<>subtest<>b<>1 6 2 2 1 1 1 
three<>frequency<>values<>1 6 6 2 1 1 2 
they<>could<>be<>1 3 1 7 1 1 1 
marginal<>total<>,<>1 4 5 15 1 1 1 
15<>11<>5<>1 1 4 2 1 1 1 
pm<>works<>when<>1 23 2 5 1 1 1 
it<>checks<>if<>1 3 9 4 2 1 3 
ll<>.<>pm<>1 1 94 23 1 1 23 
:<>The<>numbers<>1 18 10 1 4 1 1 
is<>the<>input<>1 10 30 1 1 1 1 
of<>Ngram<>Statistics<>1 14 1 1 1 1 1 
.<>pm<>implements<>1 94 23 1 23 1 1 
less<>than<>or<>1 1 1 2 1 1 1 
output<>target<>files<>1 1 1 2 1 1 1 
Note<>that<>tmi3<>1 1 10 21 1 1 1 
the<>aspects<>of<>1 30 1 14 1 3 1 
Introduction<>:<>We<>1 1 18 4 1 1 2 
the<>warning<>that<>1 30 3 10 1 1 3 
with<>larger<>n<>1 1 1 1 1 1 1 
trigrams<>.<>The<>1 5 94 10 3 1 5 
that<>is<>plugged<>1 10 10 1 2 1 1 
2<>.<>Phases<>1 15 94 1 11 1 1 
,<>however<>they<>1 15 1 3 1 1 1 
conditions<>.<>Phase<>1 5 94 4 2 1 3 
:<>35<>one<>1 18 1 3 1 1 1 
.<>If<>these<>1 94 2 2 2 1 1 
provided<>,<>tmi3<>1 2 15 21 1 1 1 
frequencies<>are<>given<>1 2 7 1 2 1 1 
pm<>is<>meant<>1 23 10 1 2 1 1 
error<>when<>provided<>1 6 5 2 2 1 1 
next<>trigram<>should<>1 1 8 8 1 1 3 
value<>38<>cannot<>1 6 2 3 1 1 1 
are<>in<>the<>1 7 9 30 2 1 2 
passed<>a<>total<>1 2 16 5 1 1 1 
for<>3<>dimensions<>1 16 5 1 1 1 1 
The<>fourth<>trigram<>1 10 1 8 1 5 1 
into<>two<>main<>1 2 8 1 1 1 1 
1<>.<>Subtest<>1 14 94 5 8 1 5 
order<>.<>Subtest<>1 4 94 5 3 1 5 
5<>4<>6<>1 2 11 2 1 1 1 
the<>scripts<>and<>1 30 1 6 1 1 1 
b<>.<>reqd<>1 2 94 2 1 1 2 
target<>files<>,<>1 1 2 15 1 1 1 
to<>see<>if<>1 7 2 4 2 1 1 
,<>various<>warnings<>1 15 1 2 1 1 1 
1<>b<>.<>1 14 2 95 1 2 1 
has<>no<>problems<>1 3 1 1 1 1 1 
for<>the<>marginal<>1 16 30 4 1 1 2 
2003<>1<>.<>1 1 14 95 1 1 8 
frequency<>values<>are<>1 6 2 7 2 1 1 
We<>have<>divided<>1 4 5 1 2 1 1 
represent<>a<>possible<>1 1 16 1 1 1 1 
.<>pm<>works<>1 94 23 2 23 2 1 
2<>.<>Subtest<>1 15 94 5 11 1 5 
should<>represent<>a<>1 8 1 16 1 2 1 
.<>The<>third<>1 94 10 1 5 1 1 
component<>of<>Ngram<>1 1 14 1 1 1 1 
are<>given<>in<>1 7 1 9 1 1 1 
is<>a<>statistical<>1 10 16 1 2 1 1 
We<>have<>tested<>1 4 5 4 2 1 2 
Statistics<>Package<>version<>1 1 1 1 1 1 1 
requires<>7<>frequency<>1 1 3 6 1 1 1 
trigram<>must<>not<>1 8 1 4 1 1 1 
4<>7<>7<>1 11 3 3 1 1 1 
11<>The<>first<>1 4 10 1 1 1 1 
.<>pm<>,<>1 94 23 15 23 2 1 
several<>subtests<>:<>1 1 1 18 1 1 1 
by<>running<>statistic<>1 6 1 2 1 1 1 
an<>error<>.<>1 3 6 95 3 1 2 
pm<>should<>be<>1 23 8 7 2 2 3 
numbers<>passed<>to<>1 1 2 7 1 1 1 
result<>in<>a<>1 1 9 16 1 1 3 
see<>what<>happens<>1 2 1 1 1 1 1 
Following<>is<>the<>1 2 10 30 2 1 1 
elicit<>the<>warning<>1 2 30 3 1 2 1 
,<>and<>the<>1 15 6 30 1 1 1 
and<>the<>6<>1 6 30 2 1 1 1 
a<>single<>subtest<>1 16 1 2 1 1 1 
the<>case<>,<>1 30 1 15 1 2 1 
calculations<>of<>tmi3<>1 1 14 21 1 1 4 
should<>result<>in<>1 8 1 9 1 1 1 
.<>edu<>13th<>1 94 3 1 3 1 1 
59<>.<>File<>1 1 94 1 1 1 1 
:<>2<>.<>1 18 15 95 1 3 11 
erroneous<>conditions<>and<>1 3 5 6 3 1 1 
package<>that<>is<>1 2 10 10 1 1 2 
by<>Amruta<>Purandare<>1 6 1 1 1 1 1 
is<>a<>description<>1 10 16 1 2 1 1 
the<>trigram<>10<>1 30 8 1 2 1 1 
in<>a<>non<>1 9 16 1 3 1 1 
warnings<>are<>thrown<>1 2 7 1 1 1 1 
the<>default<>order<>1 30 2 4 1 1 2 
into<>statistic<>.<>1 2 2 95 1 1 2 
for<>erroneous<>conditions<>1 16 3 5 1 1 3 
total<>trigrams<>value<>1 5 5 6 1 1 1 
1<>.<>sub<>1 14 94 3 8 1 3 
tpederse<>d<>.<>1 1 3 95 1 1 3 
third<>trigram<>should<>1 1 8 8 1 1 3 
edu<>13th<>February<>1 3 1 1 1 1 1 
frequency<>of<>the<>1 6 14 30 1 1 3 
and<>files<>used<>1 6 2 2 1 1 1 
We<>provide<>the<>1 4 1 30 1 1 1 
7<>two<>three<>1 3 8 6 1 1 5 
trigram<>should<>result<>1 8 8 1 3 1 1 
four<>38<>14<>1 3 2 3 1 1 1 
not<>the<>case<>1 4 30 1 1 1 1 
tested<>for<>erroneous<>1 4 16 3 2 1 1 
25th<>July<>,<>1 1 1 15 1 1 1 
is<>error<>handling<>1 10 6 4 1 2 2 
phase<>is<>normal<>1 2 10 5 2 1 1 
for<>ll<>.<>1 16 1 95 1 4 1 
These<>tests<>can<>1 1 3 2 1 1 1 
but<>is<>a<>1 1 10 16 1 1 2 
pm<>throws<>an<>1 23 1 3 1 1 1 
Subtest<>3<>:<>1 5 5 18 1 4 1 
script<>performs<>several<>1 6 2 1 2 1 1 
5<>two<>three<>1 2 8 6 1 1 5 
erroneous<>conditions<>.<>1 3 5 95 3 1 2 
.<>pm<>that<>1 94 23 10 23 2 1 
fourth<>trigram<>has<>1 1 8 3 1 1 2 
for<>tmi3<>by<>1 16 21 6 2 1 1 
should<>be<>1<>1 8 7 14 3 1 1 
3<>:<>The<>1 5 18 10 1 1 4 
aspects<>of<>tmi3<>1 1 14 21 1 1 4 
.<>reqd<>and<>1 94 2 6 2 1 1 
order<>.<>Second<>1 4 94 1 3 1 1 
total<>,<>the<>1 5 15 30 1 1 1 
not<>a<>program<>1 4 16 1 1 1 1 
warnings<>.<>Following<>1 2 94 2 1 1 2 
cannot<>be<>negative<>1 3 7 2 1 1 1 
erroneous<>conditions<>:<>1 3 5 18 3 1 2 
the<>features<>of<>1 30 1 14 1 3 1 
tested<>tmi3<>.<>1 4 21 95 1 1 20 
this<>error<>.<>1 6 6 95 1 1 2 
valid<>in<>that<>1 1 9 10 1 1 1 
.<>Subtest<>1<>1 94 5 14 5 4 1 
versions<>of<>tmi3<>1 1 14 21 1 1 4 
.<>The<>fifth<>1 94 10 1 5 1 1 
February<>,<>2002<>1 1 15 1 1 1 1 
are<>thrown<>by<>1 7 1 6 1 1 1 
trigram<>10<>cannot<>1 8 1 3 1 1 1 
a<>description<>of<>1 16 1 14 1 2 1 
Scripts<>for<>ll<>1 1 16 1 1 1 1 
6<>one<>two<>1 2 3 8 1 1 2 
.<>We<>test<>1 94 4 8 2 5 1 
:<>First<>,<>1 18 1 15 1 1 1 
,<>type<>normal<>1 15 2 5 2 1 1 
21<>4<>8<>1 1 11 1 1 1 1 
dimensions<>tri<>grams<>1 1 1 2 1 1 1 
23<>40<>9<>1 3 1 3 1 3 1 
a<>.<>reqd<>1 16 94 2 1 1 2 
6<>marginal<>totals<>1 2 4 2 1 1 2 
of<>newer<>versions<>1 14 1 2 1 1 1 
.<>Subtest<>a<>1 94 5 16 5 1 1 
more<>.<>This<>1 1 94 6 1 1 6 
possible<>3<>D<>1 1 5 1 1 1 1 
should<>elicit<>a<>1 8 2 16 2 2 1 
10<>cannot<>exceed<>1 1 3 2 1 1 2 
.<>sub<>4<>1 94 3 11 3 2 1 
that<>later<>versions<>1 10 1 2 1 1 1 
Following<>is<>a<>1 2 10 16 2 1 2 
obtained<>are<>correct<>1 1 7 1 1 1 1 
3<>dimensions<>tri<>1 5 1 1 1 1 1 
The<>numbers<>passed<>1 10 1 2 1 1 1 
default<>order<>and<>1 2 4 6 2 1 1 
.<>pm<>can<>1 94 23 2 23 1 1 
1<>or<>more<>1 14 2 1 1 1 1 
checks<>to<>see<>1 9 7 2 1 1 2 
Ngram<>Statistics<>Package<>1 1 1 1 1 1 1 
has<>been<>tested<>1 3 2 4 1 1 1 
pl<>.<>Following<>1 2 94 2 2 1 2 
exceed<>the<>marginal<>1 2 30 4 2 1 2 
in<>a<>different<>1 9 16 1 3 1 1 
this<>is<>not<>1 6 10 4 1 1 2 
the<>file<>should<>1 30 2 8 1 1 1 
running<>statistic<>.<>1 1 2 95 1 1 2 
fifth<>trigram<>must<>1 1 8 1 1 1 1 
bane0025<>d<>.<>1 1 3 95 1 1 3 
value<>for<>the<>1 6 16 30 1 2 1 
performs<>several<>subtests<>1 2 1 1 1 1 1 
2<>.<>2<>1 15 94 15 11 1 8 
works<>when<>the<>1 2 5 30 1 1 2 
14<>13<>19<>1 3 5 1 2 1 1 
program<>by<>itself<>1 1 6 1 1 1 1 
checks<>for<>these<>1 9 16 2 2 1 1 
meant<>only<>for<>1 1 1 15 1 1 1 
here<>the<>features<>1 1 30 1 1 1 1 
calculated<>for<>.<>1 1 16 95 1 1 1 
a<>possible<>3<>1 16 1 5 1 1 1 
two<>three<>five<>1 8 6 1 5 1 1 
has<>too<>large<>1 3 2 1 1 1 1 
pm<>by<>running<>1 23 6 1 3 1 1 
a<>negative<>value<>1 16 2 6 1 3 1 
have<>tested<>tmi3<>1 5 4 21 2 1 1 
of<>trigrams<>in<>1 14 5 9 3 1 1 
sub<>4<>.<>1 3 11 95 1 1 2 
reqd<>and<>test<>1 2 6 8 1 1 1 
2<>:<>tmi3<>1 15 18 21 3 1 2 
normal<>operations<>too<>1 5 1 2 1 1 1 
than<>or<>equal<>1 1 2 1 1 1 1 
works<>!<>These<>1 2 1 1 1 1 1 
The<>fifth<>trigram<>1 10 1 8 1 5 1 
Phases<>of<>Testing<>1 1 14 5 1 1 1 
is<>normal<>handling<>1 10 5 4 1 2 2 
4<>8<>5<>1 11 1 2 1 1 1 
a<>total<>trigrams<>1 16 5 5 1 1 1 
.<>pm<>requires<>1 94 23 1 23 1 1 
a<>non<>default<>1 16 1 2 1 1 1 
.<>Phases<>of<>1 94 1 14 1 1 1 
Modified<>for<>tmi3<>1 2 16 21 2 1 2 
value<>cannot<>be<>1 6 3 7 1 1 1 
Satanjeev<>Banerjee<>bane0025<>1 1 1 1 1 1 1 
.<>edu<>Modified<>1 94 3 2 3 1 1 
could<>be<>in<>1 1 7 9 1 1 1 
1<>.<>Introduction<>1 14 94 1 8 1 1 
tmi<>.<>pm<>1 1 94 23 1 1 23 
true<>mutual<>information<>1 1 1 1 1 1 1 
of<>association<>for<>1 14 1 15 1 1 1 
scripts<>and<>files<>1 1 6 2 1 1 1 
if<>the<>scores<>1 4 30 1 1 1 1 
have<>divided<>the<>1 5 1 30 1 1 1 
that<>is<>less<>1 10 10 1 2 1 1 
4<>6<>one<>1 11 2 3 1 1 1 
in<>the<>default<>1 9 30 2 2 1 1 
edu<>Modified<>for<>1 3 2 15 1 1 2 
used<>to<>check<>1 2 7 1 1 1 1 
to<>zero<>.<>1 7 1 95 1 2 1 
itself<>,<>but<>1 1 15 1 1 1 1 
or<>more<>.<>1 2 1 95 1 1 1 
.<>Conclusions<>:<>1 94 1 18 1 3 1 
of<>Testing<>:<>1 14 5 18 1 1 1 
two<>main<>phases<>1 8 1 1 1 1 1 
July<>,<>2003<>1 1 15 1 1 1 1 
,<>but<>is<>1 15 1 10 1 1 1 
too<>large<>a<>1 2 1 16 1 1 1 
main<>phases<>:<>1 1 1 18 1 1 1 
indeed<>throw<>an<>1 1 2 3 1 1 2 
.<>If<>this<>1 94 2 6 2 1 1 
Amruta<>Purandare<>pura0010<>1 1 1 1 1 1 1 
It<>works<>!<>1 1 2 1 1 1 1 
Statistical<>library<>package<>1 1 2 2 1 1 2 
phases<>:<>Phase<>1 1 18 4 1 1 1 
the<>situation<>when<>1 30 1 5 1 1 1 
for<>tmi3<>.<>1 16 21 95 2 4 20 
is<>plugged<>into<>1 10 1 2 1 1 1 
pl<>.<>We<>1 2 94 4 2 1 2 
large<>a<>marginal<>1 1 16 4 1 1 1 
plugged<>into<>statistic<>1 1 2 2 1 1 1 
:<>Testing<>tmi<>1 18 5 1 4 1 1 
mutual<>information<>measure<>1 1 1 1 1 1 1 
that<>checks<>two<>1 10 9 8 1 1 1 
grams<>.<>Note<>1 2 94 1 2 1 1 
:<>the<>frequency<>1 18 30 6 1 1 3 
1<>:<>tmi3<>1 14 18 21 3 1 2 
.<>cnt<>:<>1 94 1 18 1 3 1 
normal<>conditions<>:<>1 5 5 18 2 1 2 
negative<>.<>The<>1 2 94 10 1 1 5 
normal<>conditions<>.<>1 5 5 95 2 3 2 
these<>warnings<>.<>1 2 2 95 1 1 1 
should<>elicit<>the<>1 8 2 30 2 1 1 
the<>testing<>into<>1 30 2 2 1 1 1 
1<>.<>3<>1 14 94 5 8 1 2 
Testing<>tmi<>.<>1 6 1 95 1 4 1 
value<>that<>is<>1 6 10 10 1 1 2 
however<>they<>could<>1 1 3 1 1 1 1 
in<>a<>warning<>1 9 16 3 3 1 2