eChapters

INTRODUCTION

The climate of India is favourable for production of a variety of tropical, subtropical and temperate fruits. The area under cultivation, production and productivity of fruit crops has increased significantly during the last fifteen years. Horticulture has emerged as major area of growth in the agricultural sector and has out performed other crops with respect to production and productivity. The increase in fruit production was improved considerably from 43.0 million tonnes in 2001-02 to 91.4 million tonnes in 2015-16 (Table 1). This increase in production has come from an increase in area under different fruit crops and overall increase in productivity. In this way, India has maintained its second rank in global production of fruits next only to China. The fruit area increased from 4 million hectares in 2001-02 to 6.4 million hectares in 2015-16. On the basis of fruit production, it is estimated that per capita fruits availability in India 190 g per day which is still less than the recommended quantity of 230 g per capita per day.

Q.1.    What is the most fundamental assumption to be followed by random variable for using the standard method of parametric statistics or parametric inference ?

    Answer
    
    The most fundamental assumption required to be followed by random varibale for using the parametric statistics to have statistical inference drawn from certain set of data is that the random variables have normal distribution.

Preliminaries and Test Based on N. P. Lemma
    
More on Testing of Hypothesis

Method of Maximum Likelihood Estimation (M.L.E.)
    
Method of Moments
    
Method of Minimum X²
    
Interval Estimation

Preliminaries
    
Minimum Variance Unbiased Estimator and Cramer, Rao Inequality
    
Minimum Variance Unbiased Estimator (M.V.U.E.) and Black Wellisation
    
Results on UMVUE and MVUE
    
Efficiency and Consistency
    
Consistency
    
Sufficiency and Completeness
    
Distribution Possessing Sufficient Statistics
    
Sufficient Statistic for Several Parameters
    
Completeness of a Sufficient Statistic
    
Some Important Results in Theorem Forms
    
Minimal Sufficient Statistic
    
Results on Complete Sufficient Statistic

Q.1.    Under what situation, the exact sample tests are required to be used and who discovered it first time ?

Test for Significance for Population Mean
    
Test for Significance of Population Proportion

Q.1.    In what sense the analysis of covariance is an extension of ANOVA ?

    Answer
    
    The analysis of covariance is an extension of ANOVA in the sense that it covers the case where observations are taken on more than one variable from each experimental unit. The interest centers on the study variable y which depends upon on auxillary variable x.

Q.1.    What is progeny row trial ?

    Answer
    
    The replicated experiment designed to compare a number of parent plants with respect to any characteristic under study is known as progeny row trial.

Q.1.    Define strip plot design ?

    Answer
    
    There is a variant of the split plot design in which both factors A and B will be applied to the larger strips by dividing the experimental field into as many rows as the number of levels of one factor A and into as many columns as the number of levels of second factor B. Then the two factors will be applied at random to the rows and columns. Such a layout is known as strip plot design.

Q.1.    What is split plot experiment ?

    Answer
    
    If one has to study two type of factors say A and B in the same experiment where A requires larger plot size and B requires smaller plot size then the structure of the experiment will be that of plots within blocks are known as split plots and blocks within replication are known as main (whole) plots. Such a layout of the experiment is known as split plot experiment.

Preliminaries
    
Results on 22 Factorial Experiment
    
23 Experiment in r Replication
    
Confounding

Partialy Balance Incomplete Block Design (PBIBD)
    
Interblock and Intrablock Information

Analysis of Variance
    
Completely Randomised Design (C.R.D.)
    
Randomised Block Design (R. B. D.)
    
Latin Square Design

Q.1.    What is an experiment ?

    Answer
    
    An experiment is a means of getting an answer to the question that an experimentor (researcher) has in mind. This may be to decide which of the several pain relieving drugs that are available in the market, is the most effective or whether they are equqlly effective.
    
    An experiment may be planned to compare the yield of different varieties of wheat. so that the varity giving the maximum yield may be recommended to the farmers to increase their production.

The choice of hormones and drugs acting on reproductive system are important as therapeutic agents during reproductive disorders like anoestrus, metritis, pyometra, repeat breeder, retention of fetal membranes, delayed puberty, ovarian disorders etc.  The administration of specific chemotherapeutic agent is of paramount importance in treating reproductive disorders in dairy animals.  The dosage, route, frequency and indications of chemotherapeutic agents acting on reproductive system are mentioned in tabular form as below.

Reproductive process involves many events that have to occur in a well balanced manner if satisfactory fertility rate is to be achieved. Any adverse  effect of  physiological, morphological  or environmental effect on the male  or  female may result  in failure  of  fertility  or reduced fertility  depending  on the severity of the cause. Apart from this, the role of person who stands between the cow and the bull play an important role. The efficiency of the person handling the semen and depositing in the reproductive tract of domestic animal will influence to a great extent on the conception rate in A.I. programme. It is observed that certain bovine population fails to conceive at a single service or series of services.   Some times there is loss of conceptus during gestation or produces a dead calf or weak calf that will die soon after birth.
 
Consequences of these factors affect cows and may have long calving interval, abortion or sterility, all of which tend to decrease the average daily production of milk.

The various steps involved in frozen semen technology are vital as the quality of semen determines the conception rate.  The key factor enabling the successful long term storage of frozen spermatozoa is maintenance at ultra low temperature.  Effective semen storage depends heavily on good identification and stock control.  Frozen semen can be easily damaged in the process of repeated handling to establish identity.

Several cryogenic agents have been used in many countries for freezing and preservation of bovine semen like solid carbon-di-oxide (-79°C), liquid air (-183°C), liquid helium (-268°C) and liquid nitrogen (-196°C).  Liquid nitrogen is 4th coldest substance known and its small amount is converted into a very large amount (near about 700 times) of its volume when exposed to atmosphere.  It is a colourless, odourless, non-irritant, non-toxic, non-caustic, non-corrosive, non-inflammatory and inert gas having boiling point -196°C temperature.  Being a liquid it comes into good contact with the surface of the semen straws and constant storage temperature is maintained throughout the straw and due to these properties LN2 is most widely used refrigerant in the world.