diff --git a/doc/manual/source/time-series.rst b/doc/manual/source/time-series.rst
index d403e40f6cb2b3bf44eff4cbc2f881ee46312e5f..936334e10438bab3ecd130071ef7c49c21d63ff7 100644
--- a/doc/manual/source/time-series.rst
+++ b/doc/manual/source/time-series.rst
@@ -1025,7 +1025,7 @@ The dseries class
``.xls/.xlsx`` (Octave only supports ``.xlsx`` files and the
`io <https://octave.sourceforge.io/io/>`__ package from
Octave-Forge must be installed). The extension of the file
- should be explicitly provided.
+ should be explicitly provided.
A typical ``.m`` file will have the following form::
@@ -1052,10 +1052,10 @@ The dseries class
typically usefull if ``INIT__`` is not provided in the data
file.
- If an ``.xlsx`` file is used, the first row should be a header
- containing the variable names. The first column may contain date
- information that must correspond to a valid date format recognized
- by Dynare. If such date information is specified in the first column,
+ If an ``.xlsx`` file is used, the first row should be a header
+ containing the variable names. The first column may contain date
+ information that must correspond to a valid date format recognized
+ by Dynare. If such date information is specified in the first column,
its header name must be left empty.
.. construct:: dseries (DATA_MATRIX[,INITIAL_DATE[,LIST_OF_NAMES[,TEX_NAMES]]])
@@ -3026,9 +3026,9 @@ X-13 ARIMA-SEATS interface
Interface to the ``transform`` command, see the X-13
ARIMA-SEATS reference manual. All the options must be passed
- by key/value pairs. For example, the key/value pair ``function,log``
+ by key/value pairs. For example, the key/value pair ``function,log``
instructs the use of a multiplicative instead of an additive seasonal pattern,
- while ``function,auto`` triggers an automatic selection between the two based
+ while ``function,auto`` triggers an automatic selection between the two based
on their fit.
@@ -3138,7 +3138,7 @@ X-13 ARIMA-SEATS interface
``dseries`` objects (*e.g.* for forecasts or filtered variables).
.. x13method:: clean (A)
-
+
Removes the temporary files created by an x13 run that store the intermediate
results. This method allows keeping the main folder clean but will also
delete potentially important debugging information.
@@ -3158,7 +3158,7 @@ X-13 ARIMA-SEATS interface
>> o.forecast('maxlead',18,'probability',0.95,'save','(fct fvr)');
>> o.run();
-
+
The above example shows a run of X13 with various commands an options specified.
@@ -3179,7 +3179,7 @@ X-13 ARIMA-SEATS interface
119 133 162 191 211 229 274 306 347 359 407 461 ... % Oct
104 114 146 172 180 203 237 271 305 310 362 390 ... % Nov
118 140 166 194 201 229 278 306 336 337 405 432 ]'; % Dec
-
+
ts = dseries(y,'1949M1');
o = x13(ts);
o.transform('function','auto');
@@ -3187,26 +3187,26 @@ X-13 ARIMA-SEATS interface
o.x11('save','(d11 d10)');
o.run();
o.clean();
-
+
y_SA=o.results.d11;
y_seasonal_pattern=o.results.d10;
-
+
figure('Name','Comparison raw data and SAed data');
plot(ts.dates,log(o.y.data),ts.dates,log(y_SA.data),ts.dates,log(y_seasonal_pattern.data))
- The above example shows how to remove a seasonal pattern from a time series.
+ The above example shows how to remove a seasonal pattern from a time series.
``o.transform('function','auto')`` instructs the subsequent ``o.automdl()`` command
- to check whether an additional or a multiplicative pattern fits the data better (the latter is
- the case in the current example). The ``o.automdl('savelog','all')`` automatically selects a fitting
+ to check whether an additional or a multiplicative pattern fits the data better (the latter is
+ the case in the current example). The ``o.automdl('savelog','all')`` automatically selects a fitting
ARIMA model and saves all relevant output to the .log-file. The ``o.x11('save','(d11, d10)')`` instructs
- ``x11`` to save both the final seasonally adjusted series ``d11`` and the final seasonal factor ``d10``
- into ``dseries`` with the respective names in the output structure ``o.results``. ``o.clean()`` removes the
- temporary files created by ``o.run()``. Among these are the ``.log``-file storing
- summary information, the ``.err``-file storing information on problems encountered,
- the ``.out``-file storing the raw output, and the `.spc`-file storing the specification for the `x11` run.
- There may be further files depending on the output requested. The last part of the example reads out the
- results and plots a comparison of the logged raw data and its log-additive decomposition into a
+ ``x11`` to save both the final seasonally adjusted series ``d11`` and the final seasonal factor ``d10``
+ into ``dseries`` with the respective names in the output structure ``o.results``. ``o.clean()`` removes the
+ temporary files created by ``o.run()``. Among these are the ``.log``-file storing
+ summary information, the ``.err``-file storing information on problems encountered,
+ the ``.out``-file storing the raw output, and the `.spc`-file storing the specification for the `x11` run.
+ There may be further files depending on the output requested. The last part of the example reads out the
+ results and plots a comparison of the logged raw data and its log-additive decomposition into a
seasonal pattern and the seasonally adjusted series.
Miscellaneous