Which of the following factors may be regarded as the main cause of lanthanide contraction?

The lanthanide contraction is due to the fact that 4 f electrons shield each other from the nuclear charge poorly. As more 4f electrons are added, the effective nuclear charge felt by each of them increases. As a consequence, the whole 4f electron shell contracts on passing across the lanthanides.