diff --git a/README.md b/README.md
index 731fbbcd7..eefd530df 100644
--- a/README.md
+++ b/README.md
@@ -243,7 +243,7 @@ See the [wiki](https://github.com/olivere/elastic/wiki) for more details.
   - [x] Nested
   - [x] Range
   - [x] Reverse Nested
-  - [ ] Sampler
+  - [x] Sampler
   - [x] Significant Terms
   - [x] Terms
 - Pipeline Aggregations
diff --git a/search_aggs.go b/search_aggs.go
index 6b0f2a01f..8e13a539a 100644
--- a/search_aggs.go
+++ b/search_aggs.go
@@ -323,6 +323,21 @@ func (a Aggregations) SignificantTerms(name string) (*AggregationBucketSignifica
 	return nil, false
 }
 
+// Sampler returns sampler aggregation results.
+// See: https://www.elastic.co/guide/en/elasticsearch/reference/current/search-aggregations-bucket-sampler-aggregation.html
+func (a Aggregations) Sampler(name string) (*AggregationSingleBucket, bool) {
+	if raw, found := a[name]; found {
+		agg := new(AggregationSingleBucket)
+		if raw == nil {
+			return agg, true
+		}
+		if err := json.Unmarshal(*raw, agg); err == nil {
+			return agg, true
+		}
+	}
+	return nil, false
+}
+
 // Range returns range aggregation results.
 // See: http://www.elasticsearch.org/guide/en/elasticsearch/reference/current/search-aggregations-bucket-range-aggregation.html
 func (a Aggregations) Range(name string) (*AggregationBucketRangeItems, bool) {
diff --git a/search_aggs_bucket_date_histogram.go b/search_aggs_bucket_date_histogram.go
index 8399bfd6b..231c51ef8 100644
--- a/search_aggs_bucket_date_histogram.go
+++ b/search_aggs_bucket_date_histogram.go
@@ -10,6 +10,7 @@ package elastic
 type DateHistogramAggregation struct {
 	field           string
 	script          *Script
+	missing         interface{}
 	subAggregations map[string]Aggregation
 	meta            map[string]interface{}
 
@@ -42,6 +43,12 @@ func (a *DateHistogramAggregation) Script(script *Script) *DateHistogramAggregat
 	return a
 }
 
+// Missing configures the value to use when documents miss a value.
+func (a *DateHistogramAggregation) Missing(missing interface{}) *DateHistogramAggregation {
+	a.missing = missing
+	return a
+}
+
 func (a *DateHistogramAggregation) SubAggregation(name string, subAggregation Aggregation) *DateHistogramAggregation {
 	a.subAggregations[name] = subAggregation
 	return a
@@ -219,6 +226,9 @@ func (a *DateHistogramAggregation) Source() (interface{}, error) {
 		}
 		opts["script"] = src
 	}
+	if a.missing != nil {
+		opts["missing"] = a.missing
+	}
 
 	opts["interval"] = a.interval
 	if a.minDocCount != nil {
diff --git a/search_aggs_bucket_date_histogram_test.go b/search_aggs_bucket_date_histogram_test.go
index a400a02ef..3c826ce9e 100644
--- a/search_aggs_bucket_date_histogram_test.go
+++ b/search_aggs_bucket_date_histogram_test.go
@@ -30,3 +30,20 @@ func TestDateHistogramAggregation(t *testing.T) {
 		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
 	}
 }
+
+func TestDateHistogramAggregationWithMissing(t *testing.T) {
+	agg := NewDateHistogramAggregation().Field("date").Interval("year").Missing("1900")
+	src, err := agg.Source()
+	if err != nil {
+		t.Fatal(err)
+	}
+	data, err := json.Marshal(src)
+	if err != nil {
+		t.Fatalf("marshaling to JSON failed: %v", err)
+	}
+	got := string(data)
+	expected := `{"date_histogram":{"field":"date","interval":"year","missing":"1900"}}`
+	if got != expected {
+		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
+	}
+}
diff --git a/search_aggs_bucket_histogram.go b/search_aggs_bucket_histogram.go
index 5cd4d8313..7821adbc0 100644
--- a/search_aggs_bucket_histogram.go
+++ b/search_aggs_bucket_histogram.go
@@ -12,6 +12,7 @@ package elastic
 type HistogramAggregation struct {
 	field           string
 	script          *Script
+	missing         interface{}
 	subAggregations map[string]Aggregation
 	meta            map[string]interface{}
 
@@ -40,6 +41,12 @@ func (a *HistogramAggregation) Script(script *Script) *HistogramAggregation {
 	return a
 }
 
+// Missing configures the value to use when documents miss a value.
+func (a *HistogramAggregation) Missing(missing interface{}) *HistogramAggregation {
+	a.missing = missing
+	return a
+}
+
 func (a *HistogramAggregation) SubAggregation(name string, subAggregation Aggregation) *HistogramAggregation {
 	a.subAggregations[name] = subAggregation
 	return a
@@ -193,6 +200,9 @@ func (a *HistogramAggregation) Source() (interface{}, error) {
 		}
 		opts["script"] = src
 	}
+	if a.missing != nil {
+		opts["missing"] = a.missing
+	}
 
 	opts["interval"] = a.interval
 	if a.order != "" {
diff --git a/search_aggs_bucket_histogram_test.go b/search_aggs_bucket_histogram_test.go
index d4d2da370..6a5d5fb92 100644
--- a/search_aggs_bucket_histogram_test.go
+++ b/search_aggs_bucket_histogram_test.go
@@ -42,3 +42,20 @@ func TestHistogramAggregationWithMetaData(t *testing.T) {
 		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
 	}
 }
+
+func TestHistogramAggregationWithMissing(t *testing.T) {
+	agg := NewHistogramAggregation().Field("price").Interval(50).Missing("n/a")
+	src, err := agg.Source()
+	if err != nil {
+		t.Fatal(err)
+	}
+	data, err := json.Marshal(src)
+	if err != nil {
+		t.Fatalf("marshaling to JSON failed: %v", err)
+	}
+	got := string(data)
+	expected := `{"histogram":{"field":"price","interval":50,"missing":"n/a"}}`
+	if got != expected {
+		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
+	}
+}
diff --git a/search_aggs_bucket_range.go b/search_aggs_bucket_range.go
index b97ea2f35..bc017c60f 100644
--- a/search_aggs_bucket_range.go
+++ b/search_aggs_bucket_range.go
@@ -18,6 +18,7 @@ import (
 type RangeAggregation struct {
 	field           string
 	script          *Script
+	missing         interface{}
 	subAggregations map[string]Aggregation
 	meta            map[string]interface{}
 	keyed           *bool
@@ -48,6 +49,12 @@ func (a *RangeAggregation) Script(script *Script) *RangeAggregation {
 	return a
 }
 
+// Missing configures the value to use when documents miss a value.
+func (a *RangeAggregation) Missing(missing interface{}) *RangeAggregation {
+	a.missing = missing
+	return a
+}
+
 func (a *RangeAggregation) SubAggregation(name string, subAggregation Aggregation) *RangeAggregation {
 	a.subAggregations[name] = subAggregation
 	return a
@@ -163,6 +170,9 @@ func (a *RangeAggregation) Source() (interface{}, error) {
 		}
 		opts["script"] = src
 	}
+	if a.missing != nil {
+		opts["missing"] = a.missing
+	}
 
 	if a.keyed != nil {
 		opts["keyed"] = *a.keyed
diff --git a/search_aggs_bucket_range_test.go b/search_aggs_bucket_range_test.go
index b6b7b91b8..f0fd5f5fd 100644
--- a/search_aggs_bucket_range_test.go
+++ b/search_aggs_bucket_range_test.go
@@ -134,3 +134,23 @@ func TestRangeAggregationWithMetaData(t *testing.T) {
 		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
 	}
 }
+
+func TestRangeAggregationWithMissing(t *testing.T) {
+	agg := NewRangeAggregation().Field("price").Missing(0)
+	agg = agg.AddRange(nil, 50)
+	agg = agg.AddRange(50, 100)
+	agg = agg.AddRange(100, nil)
+	src, err := agg.Source()
+	if err != nil {
+		t.Fatal(err)
+	}
+	data, err := json.Marshal(src)
+	if err != nil {
+		t.Fatalf("marshaling to JSON failed: %v", err)
+	}
+	got := string(data)
+	expected := `{"range":{"field":"price","missing":0,"ranges":[{"to":50},{"from":50,"to":100},{"from":100}]}}`
+	if got != expected {
+		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
+	}
+}
diff --git a/search_aggs_bucket_sampler.go b/search_aggs_bucket_sampler.go
new file mode 100644
index 000000000..9a6df15ec
--- /dev/null
+++ b/search_aggs_bucket_sampler.go
@@ -0,0 +1,145 @@
+// Copyright 2012-2016 Oliver Eilhard. All rights reserved.
+// Use of this source code is governed by a MIT-license.
+// See http://olivere.mit-license.org/license.txt for details.
+
+package elastic
+
+// SamplerAggregation is a filtering aggregation used to limit any
+// sub aggregations' processing to a sample of the top-scoring documents.
+// Optionally, diversity settings can be used to limit the number of matches
+// that share a common value such as an "author".
+// See: https://www.elastic.co/guide/en/elasticsearch/reference/2.x/search-aggregations-bucket-sampler-aggregation.html
+type SamplerAggregation struct {
+	field           string
+	script          *Script
+	missing         interface{}
+	subAggregations map[string]Aggregation
+	meta            map[string]interface{}
+
+	shardSize       int
+	maxDocsPerValue int
+	executionHint   string
+}
+
+func NewSamplerAggregation() *SamplerAggregation {
+	return &SamplerAggregation{
+		shardSize:       -1,
+		maxDocsPerValue: -1,
+		subAggregations: make(map[string]Aggregation),
+	}
+}
+
+func (a *SamplerAggregation) Field(field string) *SamplerAggregation {
+	a.field = field
+	return a
+}
+
+func (a *SamplerAggregation) Script(script *Script) *SamplerAggregation {
+	a.script = script
+	return a
+}
+
+// Missing configures the value to use when documents miss a value.
+func (a *SamplerAggregation) Missing(missing interface{}) *SamplerAggregation {
+	a.missing = missing
+	return a
+}
+
+func (a *SamplerAggregation) SubAggregation(name string, subAggregation Aggregation) *SamplerAggregation {
+	a.subAggregations[name] = subAggregation
+	return a
+}
+
+// Meta sets the meta data to be included in the aggregation response.
+func (a *SamplerAggregation) Meta(metaData map[string]interface{}) *SamplerAggregation {
+	a.meta = metaData
+	return a
+}
+
+// ShardSize sets the maximum number of docs returned from each shard.
+func (a *SamplerAggregation) ShardSize(shardSize int) *SamplerAggregation {
+	a.shardSize = shardSize
+	return a
+}
+
+func (a *SamplerAggregation) MaxDocsPerValue(maxDocsPerValue int) *SamplerAggregation {
+	a.maxDocsPerValue = maxDocsPerValue
+	return a
+}
+
+func (a *SamplerAggregation) ExecutionHint(hint string) *SamplerAggregation {
+	a.executionHint = hint
+	return a
+}
+
+func (a *SamplerAggregation) Source() (interface{}, error) {
+	// Example:
+	// {
+	//     "aggs" : {
+	//         "sample" : {
+	//             "sampler" : {
+	//                 "field" : "user.id",
+	//                 "shard_size" : 200
+	//             },
+	// 						 "aggs": {
+	//                 "keywords": {
+	//                     "significant_terms": {
+	//                         "field": "text"
+	//                      }
+	//                 }
+	//             }
+	//         }
+	//     }
+	// }
+	//
+	// This method returns only the { "sampler" : { ... } } part.
+
+	source := make(map[string]interface{})
+	opts := make(map[string]interface{})
+	source["sampler"] = opts
+
+	// ValuesSourceAggregationBuilder
+	if a.field != "" {
+		opts["field"] = a.field
+	}
+	if a.script != nil {
+		src, err := a.script.Source()
+		if err != nil {
+			return nil, err
+		}
+		opts["script"] = src
+	}
+	if a.missing != nil {
+		opts["missing"] = a.missing
+	}
+
+	if a.shardSize >= 0 {
+		opts["shard_size"] = a.shardSize
+	}
+	if a.maxDocsPerValue >= 0 {
+		opts["max_docs_per_value"] = a.maxDocsPerValue
+	}
+	if a.executionHint != "" {
+		opts["execution_hint"] = a.executionHint
+	}
+
+	// AggregationBuilder (SubAggregations)
+	if len(a.subAggregations) > 0 {
+		aggsMap := make(map[string]interface{})
+		source["aggregations"] = aggsMap
+		for name, aggregate := range a.subAggregations {
+			src, err := aggregate.Source()
+			if err != nil {
+				return nil, err
+			}
+			aggsMap[name] = src
+		}
+	}
+
+	// Add Meta data if available
+	if len(a.meta) > 0 {
+		source["meta"] = a.meta
+	}
+
+	return source, nil
+}
diff --git a/search_aggs_bucket_sampler_test.go b/search_aggs_bucket_sampler_test.go
new file mode 100644
index 000000000..da4ca5534
--- /dev/null
+++ b/search_aggs_bucket_sampler_test.go
@@ -0,0 +1,52 @@
+// Copyright 2012-2016 Oliver Eilhard. All rights reserved.
+// Use of this source code is governed by a MIT-license.
+// See http://olivere.mit-license.org/license.txt for details.
+
+package elastic
+
+import (
+	"encoding/json"
+	"testing"
+)
+
+func TestSamplerAggregation(t *testing.T) {
+	keywordsAgg := NewSignificantTermsAggregation().Field("text")
+	agg := NewSamplerAggregation().
+		Field("user.id").
+		ShardSize(200).
+		SubAggregation("keywords", keywordsAgg)
+	src, err := agg.Source()
+	if err != nil {
+		t.Fatal(err)
+	}
+	data, err := json.Marshal(src)
+	if err != nil {
+		t.Fatalf("marshaling to JSON failed: %v", err)
+	}
+	got := string(data)
+	expected := `{"aggregations":{"keywords":{"significant_terms":{"field":"text"}}},"sampler":{"field":"user.id","shard_size":200}}`
+	if got != expected {
+		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
+	}
+}
+
+func TestSamplerAggregationWithMissing(t *testing.T) {
+	keywordsAgg := NewSignificantTermsAggregation().Field("text")
+	agg := NewSamplerAggregation().
+		Field("user.id").
+		Missing("n/a").
+		SubAggregation("keywords", keywordsAgg)
+	src, err := agg.Source()
+	if err != nil {
+		t.Fatal(err)
+	}
+	data, err := json.Marshal(src)
+	if err != nil {
+		t.Fatalf("marshaling to JSON failed: %v", err)
+	}
+	got := string(data)
+	expected := `{"aggregations":{"keywords":{"significant_terms":{"field":"text"}}},"sampler":{"field":"user.id","missing":"n/a"}}`
+	if got != expected {
+		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
+	}
+}
diff --git a/search_aggs_bucket_terms.go b/search_aggs_bucket_terms.go
index 1f921eb1c..2d3c0d1ad 100644
--- a/search_aggs_bucket_terms.go
+++ b/search_aggs_bucket_terms.go
@@ -10,6 +10,7 @@ package elastic
 type TermsAggregation struct {
 	field           string
 	script          *Script
+	missing         interface{}
 	subAggregations map[string]Aggregation
 	meta            map[string]interface{}
 
@@ -50,6 +51,12 @@ func (a *TermsAggregation) Script(script *Script) *TermsAggregation {
 	return a
 }
 
+// Missing configures the value to use when documents miss a value.
+func (a *TermsAggregation) Missing(missing interface{}) *TermsAggregation {
+	a.missing = missing
+	return a
+}
+
 func (a *TermsAggregation) SubAggregation(name string, subAggregation Aggregation) *TermsAggregation {
 	a.subAggregations[name] = subAggregation
 	return a
@@ -244,6 +251,9 @@ func (a *TermsAggregation) Source() (interface{}, error) {
 		}
 		opts["script"] = src
 	}
+	if a.missing != nil {
+		opts["missing"] = a.missing
+	}
 
 	// TermsBuilder
 	if a.size != nil && *a.size >= 0 {
diff --git a/search_aggs_bucket_terms_test.go b/search_aggs_bucket_terms_test.go
index 5dbfa7218..e5f979333 100644
--- a/search_aggs_bucket_terms_test.go
+++ b/search_aggs_bucket_terms_test.go
@@ -85,3 +85,20 @@ func TestTermsAggregationWithMetaData(t *testing.T) {
 		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
 	}
 }
+
+func TestTermsAggregationWithMissing(t *testing.T) {
+	agg := NewTermsAggregation().Field("gender").Size(10).Missing("n/a")
+	src, err := agg.Source()
+	if err != nil {
+		t.Fatal(err)
+	}
+	data, err := json.Marshal(src)
+	if err != nil {
+		t.Fatalf("marshaling to JSON failed: %v", err)
+	}
+	got := string(data)
+	expected := `{"terms":{"field":"gender","missing":"n/a","size":10}}`
+	if got != expected {
+		t.Errorf("expected\n%s\n,got:\n%s", expected, got)
+	}
+}
diff --git a/search_aggs_test.go b/search_aggs_test.go
index 99cd91d45..ef6ec2112 100644
--- a/search_aggs_test.go
+++ b/search_aggs_test.go
@@ -86,6 +86,7 @@ func TestAggs(t *testing.T) {
 	percentileRanksRetweetsAgg := NewPercentileRanksAggregation().Field("retweets").Values(25, 50, 75)
 	cardinalityAgg := NewCardinalityAggregation().Field("user")
 	significantTermsAgg := NewSignificantTermsAggregation().Field("message")
+	samplerAgg := NewSamplerAggregation().Field("user").SubAggregation("tagged_with", NewTermsAggregation().Field("tags"))
 	retweetsRangeAgg := NewRangeAggregation().Field("retweets").Lt(10).Between(10, 100).Gt(100)
 	retweetsKeyedRangeAgg := NewRangeAggregation().Field("retweets").Keyed(true).Lt(10).Between(10, 100).Gt(100)
 	dateRangeAgg := NewDateRangeAggregation().Field("created").Lt("2012-01-01").Between("2012-01-01", "2013-01-01").Gt("2013-01-01")
@@ -119,6 +120,7 @@ func TestAggs(t *testing.T) {
 	builder = builder.Aggregation("percentileRanksRetweets", percentileRanksRetweetsAgg)
 	builder = builder.Aggregation("usersCardinality", cardinalityAgg)
 	builder = builder.Aggregation("significantTerms", significantTermsAgg)
+	builder = builder.Aggregation("sample", samplerAgg)
 	builder = builder.Aggregation("retweetsRange", retweetsRangeAgg)
 	builder = builder.Aggregation("retweetsKeyedRange", retweetsKeyedRangeAgg)
 	builder = builder.Aggregation("dateRange", dateRangeAgg)
@@ -588,6 +590,25 @@ func TestAggs(t *testing.T) {
 		t.Errorf("expected %v; got: %v", 0, len(stAggRes.Buckets))
 	}
 
+	// sampler
+	samplerAggRes, found := agg.Sampler("sample")
+	if !found {
+		t.Errorf("expected %v; got: %v", true, found)
+	}
+	if samplerAggRes == nil {
+		t.Fatalf("expected != nil; got: nil")
+	}
+	if samplerAggRes.DocCount != 2 {
+		t.Errorf("expected %v; got: %v", 2, samplerAggRes.DocCount)
+	}
+	sub, found := samplerAggRes.Aggregations["tagged_with"]
+	if !found {
+		t.Fatalf("expected sub aggregation %q", "tagged_with")
+	}
+	if sub == nil {
+		t.Fatalf("expected sub aggregation %q; got: %v", "tagged_with", sub)
+	}
+
 	// retweetsRange
 	rangeAggRes, found := agg.Range("retweetsRange")
 	if !found {
@@ -2050,6 +2071,49 @@ func TestAggsBucketSignificantTerms(t *testing.T) {
 	}
 }
 
+func TestAggsBucketSampler(t *testing.T) {
+	s := `{
+	"sample" : {
+    "doc_count": 1000,
+    "keywords": {
+    	"doc_count": 1000,
+	    "buckets" : [
+	      {
+	        "key": "bend",
+	        "doc_count": 58,
+	        "score": 37.982536582524276,
+	        "bg_count": 103
+	      }
+	    ]
+    }
+	}
+}`
+
+	aggs := new(Aggregations)
+	err := json.Unmarshal([]byte(s), &aggs)
+	if err != nil {
+		t.Fatalf("expected no error decoding; got: %v", err)
+	}
+
+	agg, found := aggs.Sampler("sample")
+	if !found {
+		t.Fatalf("expected aggregation to be found; got: %v", found)
+	}
+	if agg == nil {
+		t.Fatalf("expected aggregation != nil; got: %v", agg)
+	}
+	if agg.DocCount != 1000 {
+		t.Fatalf("expected aggregation DocCount != %d; got: %d", 1000, agg.DocCount)
+	}
+	sub, found := agg.Aggregations["keywords"]
+	if !found {
+		t.Fatal("expected sub aggregation %q", "keywords")
+	}
+	if sub == nil {
+		t.Fatalf("expected sub aggregation %q; got: %v", "keywords", sub)
+	}
+}
+
 func TestAggsBucketRange(t *testing.T) {
 	s := `{
 	"price_ranges" : {