DOC: fix doxstring for compte_sequence in lqcontrol

MANIFEST

@@ -13,22 +13,24 @@ quantecon/distributions.py
 quantecon/ecdf.py
 quantecon/estspec.py
 quantecon/graph_tools.py
-quantecon/gth_solve.py
+quantecon/gridtools.py
 quantecon/ivp.py
 quantecon/kalman.py
 quantecon/lae.py
 quantecon/lqcontrol.py
 quantecon/lqnash.py
 quantecon/lss.py
 quantecon/matrix_eqn.py
-quantecon/mc_tools.py
 quantecon/quad.py
 quantecon/quadsums.py
 quantecon/rank_nullspace.py
 quantecon/robustlq.py
-quantecon/tauchen.py
-quantecon/timing.py
 quantecon/version.py
+quantecon/markov/__init__.py
+quantecon/markov/approximation.py
+quantecon/markov/core.py
+quantecon/markov/gth_solve.py
+quantecon/markov/random.py
 quantecon/models/__init__.py
 quantecon/models/asset_pricing.py
 quantecon/models/career.py
@@ -42,15 +44,16 @@ quantecon/models/solow/ces.py
 quantecon/models/solow/cobb_douglas.py
 quantecon/models/solow/impulse_response.py
 quantecon/models/solow/model.py
+quantecon/random/__init__.py
+quantecon/random/utilities.py
 quantecon/tests/__init__.py
 quantecon/tests/test_arma.py
-quantecon/tests/test_cartesian.py
 quantecon/tests/test_compute_fp.py
 quantecon/tests/test_discrete_rv.py
 quantecon/tests/test_ecdf.py
 quantecon/tests/test_estspec.py
 quantecon/tests/test_graph_tools.py
-quantecon/tests/test_gth_solve.py
+quantecon/tests/test_gridtools.py
 quantecon/tests/test_ivp.py
 quantecon/tests/test_kalman.py
 quantecon/tests/test_lae.py
@@ -59,12 +62,15 @@ quantecon/tests/test_lqnash.py
 quantecon/tests/test_lss.py
 quantecon/tests/test_lyapunov.py
 quantecon/tests/test_matrix_eqn.py
-quantecon/tests/test_mc_tools.py
 quantecon/tests/test_quad.py
 quantecon/tests/test_quadsum.py
 quantecon/tests/test_rank_nullspace.py
 quantecon/tests/test_ricatti.py
 quantecon/tests/test_robustlq.py
-quantecon/tests/test_tauchen.py
-quantecon/tests/test_timing.py
 quantecon/tests/util.py
+quantecon/util/__init__.py
+quantecon/util/array.py
+quantecon/util/common_messages.py
+quantecon/util/external.py
+quantecon/util/random.py
+quantecon/util/timing.py

quantecon/lqcontrol.py

@@ -238,13 +238,13 @@ def compute_sequence(self, x0, ts_length=None):
  Returns
  ========
  x_path : array_like(float)
- An n x T matrix, where the t-th column represents x_t
+ An n x T+1 matrix, where the t-th column represents x_t
 
  u_path : array_like(float)
  A k x T matrix, where the t-th column represents u_t
 
  w_path : array_like(float)
- A j x T matrix, where the t-th column represent w_t
+ A j x T+1 matrix, where the t-th column represent w_t
 
  """
 
@@ -266,7 +266,8 @@ def compute_sequence(self, x0, ts_length=None):
  x0 = x0.reshape(self.n, 1) # Make sure x0 is a column vector
  x_path = np.empty((self.n, T+1))
  u_path = np.empty((self.k, T))
- w_path = dot(C, np.random.randn(self.j, T+1))
+ w_t = np.random.randn(self.j, T+1)
+ Cw_path = dot(C, w_t)
 
  # == Compute and record the sequence of policies == #
  policies = []
@@ -282,9 +283,9 @@ def compute_sequence(self, x0, ts_length=None):
  for t in range(1, T):
  F = policies.pop()
  Ax, Bu = dot(A, x_path[:, t-1]), dot(B, u_path[:, t-1])
- x_path[:, t] = Ax + Bu + w_path[:, t]
+ x_path[:, t] = Ax + Bu + Cw_path[:, t]
  u_path[:, t] = - dot(F, x_path[:, t])
  Ax, Bu = dot(A, x_path[:, T-1]), dot(B, u_path[:, T-1])
- x_path[:, T] = Ax + Bu + w_path[:, T]
+ x_path[:, T] = Ax + Bu + Cw_path[:, T]
 
- return x_path, u_path, w_path
+ return x_path, u_path, w_t

quantecon/version.py

@@ -1,4 +1,4 @@
 """
 This is a VERSION file and should NOT be manually altered
 """
-version = '0.1.9'
+version = '0.1.10'

setup.py

@@ -4,7 +4,7 @@
 #-Write Versions File-#
 #~~~~~~~~~~~~~~~~~~~~~#
 
-VERSION = '0.1.9'
+VERSION = '0.1.10'
 
 def write_version_py(filename=None):
  """