@Override
public double residual(final Object b) {
double sum = 0;
if (b instanceof AbstractDataset) {
final AbstractDataset bds = (AbstractDataset) b;
checkCompatibility(bds);
final IndexIterator it1 = getIterator();
final IndexIterator it2 = bds.getIterator();
final int bis = bds.getElementsPerItem();
if (bis == 1) {
double comp = 0;
while (it1.hasNext() && it2.hasNext()) {
final double db = bds.getElementDoubleAbs(it2.index);
for (int i = 0; i < isize; i++) {
final double diff = data[it1.index + i] - db;
final double err = diff * diff - comp;
final double temp = sum + err;
comp = (temp - sum) - err;
sum = temp;
}
}
} else if (bis == isize) {
double comp = 0;
while (it1.hasNext() && it2.hasNext()) {
for (int i = 0; i < isize; i++) {
final double diff = data[it1.index + i] - bds.getElementDoubleAbs(it2.index + i);
final double err = diff * diff - comp;
final double temp = sum + err;
comp = (temp - sum) - err;
sum = temp;
}
}
} else {
throw new IllegalArgumentException(
"Argument does not have same number of elements per item or is not a non-compound dataset");
}
} else {
final double[] vr = toDoubleArray(b, isize);
final IndexIterator it1 = getIterator();
double comp = 0;
while (it1.hasNext()) {
for (int i = 0; i < isize; i++) {
final double diff = data[it1.index + i] - vr[i];
final double err = diff * diff - comp;
final double temp = sum + err;
comp = (temp - sum) - err;
sum = temp;
}
}
}
return sum;
}
@Override
public CompoundIntegerDataset ipower(final Object b) {
if (b instanceof AbstractDataset) {
final AbstractDataset bds = (AbstractDataset) b;
checkCompatibility(bds);
final IndexIterator it1 = getIterator();
final IndexIterator it2 = bds.getIterator();
final int bis = bds.getElementsPerItem();
if (bis == 1) {
while (it1.hasNext() && it2.hasNext()) {
final int db =
(int) bds.getElementLongAbs(it2.index); // PRIM_TYPE // GET_ELEMENT_WITH_CAST
for (int i = 0; i < isize; i++) {
final double v = Math.pow(data[it1.index + i], db);
if (Double.isInfinite(v) || Double.isNaN(v)) { // INT_ZEROTEST
data[it1.index + i] = 0; // INT_ZEROTEST // CLASS_TYPE
} else { // INT_ZEROTEST
data[it1.index + i] = (int) (long) v; // PRIM_TYPE_LONG // ADD_CAST
} // INT_ZEROTEST
}
}
} else if (bis == isize) {
while (it1.hasNext() && it2.hasNext()) {
for (int i = 0; i < isize; i++) {
final double v = Math.pow(data[it1.index + i], bds.getElementDoubleAbs(it2.index + i));
if (Double.isInfinite(v) || Double.isNaN(v)) { // INT_ZEROTEST
data[it1.index + i] = 0; // INT_ZEROTEST // CLASS_TYPE
} else { // INT_ZEROTEST
data[it1.index + i] = (int) (long) v; // PRIM_TYPE_LONG // ADD_CAST
} // INT_ZEROTEST
}
}
} else {
throw new IllegalArgumentException(
"Argument does not have same number of elements per item or is not a non-compound dataset");
}
} else {
final int[] vr = toIntegerArray(b, isize); // PRIM_TYPE // CLASS_TYPE
final IndexIterator it1 = getIterator();
while (it1.hasNext()) {
for (int i = 0; i < isize; i++) {
final double v = Math.pow(data[it1.index + i], vr[i]);
if (Double.isInfinite(v) || Double.isNaN(v)) { // INT_ZEROTEST
data[it1.index + i] = 0; // INT_ZEROTEST // CLASS_TYPE
} else { // INT_ZEROTEST
data[it1.index + i] = (int) (long) v; // PRIM_TYPE_LONG // ADD_CAST
} // INT_ZEROTEST
}
}
}
setDirty();
return this;
}