Try this
if (celsiusEdit.getText().toString().matches("")) {
Toast.makeText(this, "Field cannot be empty", Toast.LENGTH_SHORT).show();
return;
}else{
double celsius = Double.valueOf(celsiusEdit.getText().toString());
double farh = (celsius -32) * 5/9;
farhEdit.setText(String.valueOf(farh));
}